{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":51,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":51,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e7949dd24e77","filters":{"venue":"College & Research Libraries News"}},"results":[{"id":"W2332037986","doi":"10.5860/crln.73.1.8686","title":"Supporting tomorrow’s research: Assessing faculty data curation needs at Georgia Tech","year":2012,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Research Data Management Practices","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Library of Parliament","funders":"","keywords":"Data curation; Georgia tech; Research data; Data science; Library science; Computer science; World Wide Web","authors":[{"name":"Susan Wells Parham","is_ca":true},{"name":"Jon Bodnar","is_ca":false},{"name":"Sara Fuchs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5631883997298535,"gpt":0.5260172157381796,"spread":0.03717118399167385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","scholarly_communication","open_science"],"category_scores_codex":[0.0326997,0.0003681435,0.000423459,0.002516694,0.003643157,0.01892151,0.01468243,0.00023258,0.0004028352],"category_scores_gemma":[0.01856557,0.0003360412,0.0000785915,0.009537862,0.0009842844,0.2685698,0.042436,0.002279953,0.0008757105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007058504,"about_ca_system_score_gemma":0.002337838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005220019,"about_ca_topic_score_gemma":0.0001494306,"domain_scores_codex":[0.9830484,0.004435036,0.0009116931,0.001527125,0.006038778,0.004038961],"domain_scores_gemma":[0.9852649,0.005021292,0.0003351155,0.00724019,0.0009826942,0.001155791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007627069,0.0003134,0.008971733,0.0001551365,0.00006529535,0.000147534,0.001654474,0.000003605327,0.001849012,0.4245978,0.5445016,0.01766417],"study_design_scores_gemma":[0.0004834535,0.0001594076,0.002822408,0.00006658534,0.000007401044,0.00003574715,0.006555393,0.009245569,0.004148221,0.003434387,0.9726322,0.000409186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0983131,0.006177319,0.3023255,0.1482353,0.002690681,0.01025013,0.001596943,0.002504026,0.427907],"genre_scores_gemma":[0.7771007,0.0008902274,0.1034852,0.0005875794,0.001940551,0.0005465049,0.002642196,0.0001733825,0.1126337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6787876,"threshold_uncertainty_score":0.9999092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009922805","doi":"10.5860/crln.81.3.145","title":"Critical appraisal: The key to unlocking information literacy in the STEM disciplines","year":2020,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Misinformation; Information literacy; Scientific literacy; Institution; Everyday life; Engineering ethics; Field (mathematics); Key (lock); Sociology; Data science; Computer science; Political science; Social science; Science education; Pedagogy; Engineering","authors":[{"name":"Kari D. Weaver","is_ca":true},{"name":"Rachel Figueiredo","is_ca":true},{"name":"Caitlin Carter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1837802373068613,"gpt":0.4643645239234593,"spread":0.280584286616598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009204326,0.0001309202,0.0001588586,0.000125427,0.0005560741,0.001160952,0.001088786,0.00008402527,0.0002644774],"category_scores_gemma":[0.002441047,0.00007322641,0.00005335823,0.001516634,0.0003980195,0.00149216,0.0003966788,0.0006029391,0.0004233343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002691034,"about_ca_system_score_gemma":0.0002633051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002219379,"about_ca_topic_score_gemma":0.00004743553,"domain_scores_codex":[0.9974116,0.0008752149,0.0003970003,0.0002370356,0.0005350111,0.0005441111],"domain_scores_gemma":[0.9919746,0.007231165,0.00003777519,0.0004350108,0.0001839274,0.0001375209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001864695,0.00004222488,0.002876464,0.00003858708,0.000009149822,0.00001331106,0.07345365,0.00002105086,0.000003272983,0.6149625,0.30632,0.002073271],"study_design_scores_gemma":[0.000198846,0.0002286521,0.03598276,0.00002535544,0.000002768725,0.000009370471,0.2512394,0.0001261533,0.00001071264,0.006885109,0.7051756,0.0001152199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2984079,0.0008654665,0.0002421358,0.6171913,0.0009030457,0.0009890089,0.00007018197,0.00008767856,0.08124334],"genre_scores_gemma":[0.9919002,0.00001808495,0.0002789829,0.005806123,0.0006714925,0.0004736823,0.00002395547,0.00001371742,0.0008137682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6934923,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406421059","doi":"10.5860/crln.85.10.407","title":"The Artificial Intelligence Disclosure (AID) Framework: An Introduction","year":2024,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Computer science; Psychology; Artificial intelligence","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1825128995914095,"gpt":0.4691916430032088,"spread":0.2866787434117992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.006271109,0.0001411866,0.0001609319,0.0001755182,0.006121329,0.006686112,0.001027341,0.0003631665,0.0005511601],"category_scores_gemma":[0.009632204,0.0001026837,0.0001032541,0.002182167,0.003487201,0.003075802,0.0002595101,0.001902506,0.0001762875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610667,"about_ca_system_score_gemma":0.002411617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422158,"about_ca_topic_score_gemma":0.01092037,"domain_scores_codex":[0.9950426,0.001683455,0.0003220622,0.0004752651,0.001503594,0.0009730169],"domain_scores_gemma":[0.995038,0.003555528,0.0000351956,0.0005072574,0.0004588594,0.0004051111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004972145,0.00003483524,0.00002173622,0.00001125288,0.00001779688,0.00001565303,0.02033945,0.000002671829,0.00002115189,0.8374902,0.09611452,0.04588102],"study_design_scores_gemma":[0.000006220489,0.0000795115,0.00001418108,0.00001515392,0.000002651703,3.102381e-7,0.0439932,0.0001075575,0.0001243975,0.4940944,0.4614905,0.0000718544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01242641,0.004235193,0.001844821,0.903666,0.004361671,0.0009816015,0.00005778985,0.0004693168,0.07195716],"genre_scores_gemma":[0.9559721,0.003683658,0.001266069,0.0005389354,0.01661794,0.00009866692,0.00001546316,0.00006075668,0.02174641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9435457,"threshold_uncertainty_score":0.9992247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120479835","doi":"10.5860/crln.69.8.8047","title":"Open access and evolving scholarly communication: An overview of library advocacy and commitment, institutional repositories, and publishing in Canada","year":2008,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Association of Research Libraries","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Strong","keywords":"Mandate; Library science; Publishing; Political science; Scholarly communication; Open access publishing; Best practice; Public relations; Public administration; Sociology; Computer science; Law","authors":[{"name":"Heather Morrison","is_ca":false},{"name":"Andrew Waller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7746639874194271,"gpt":0.5715284349985625,"spread":0.2031355524208646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication","open_science"],"consensus_categories":["bibliometrics","scholarly_communication","open_science"],"category_scores_codex":[0.01081052,0.0001540938,0.0004540262,0.01268668,0.001606314,0.0458619,0.00709306,0.0001103891,0.0002105523],"category_scores_gemma":[0.02800189,0.0001248059,0.00002133949,0.06641504,0.001224007,0.08561797,0.01973066,0.0008661788,7.692465e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205089,"about_ca_system_score_gemma":0.01458356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5971844,"about_ca_topic_score_gemma":0.2654876,"domain_scores_codex":[0.9910855,0.001561071,0.0008444349,0.0007705265,0.005178774,0.0005596852],"domain_scores_gemma":[0.9883204,0.007822107,0.0002265314,0.001221977,0.001619985,0.0007889664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008167421,0.00007411095,0.8455382,0.00003003656,0.000009781647,0.00007708166,0.0004593155,0.00000187511,0.00001572667,0.03292277,0.1072021,0.01358733],"study_design_scores_gemma":[0.0009834886,0.0001375179,0.8267183,0.00008815343,0.000001547863,0.00005222914,0.003515892,0.001227965,0.0001559315,0.02375152,0.1431985,0.0001689712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9040359,0.06229813,0.00000937294,0.009884187,0.0001214473,0.0008631364,0.0001725805,0.00001193545,0.0226033],"genre_scores_gemma":[0.9763688,0.01922119,0.002752622,0.0003213792,0.00004505177,0.00004589544,0.00002872992,0.00001379759,0.001202569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3316967,"threshold_uncertainty_score":0.9996935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2468082949","doi":"10.5860/crln.66.2.7390","title":"Using libraries in China: Know before you go","year":2005,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Administration","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"China; Computer science; World Wide Web; History; Archaeology","authors":[{"name":"Chen Su","is_ca":true},{"name":"Jing Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1037703627977684,"gpt":0.3892340911769999,"spread":0.2854637283792316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001513707,0.0001865668,0.0002641978,0.0005257404,0.001908012,0.001661156,0.001131218,0.0002202327,0.001419505],"category_scores_gemma":[0.0008009188,0.0001733815,0.00008414365,0.003388195,0.001974649,0.01461065,0.0003753647,0.0005675961,0.0001754922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607827,"about_ca_system_score_gemma":0.004343093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647907,"about_ca_topic_score_gemma":0.00791047,"domain_scores_codex":[0.995808,0.0007993423,0.0004252552,0.0005308427,0.001247194,0.001189383],"domain_scores_gemma":[0.9987206,0.000299087,0.00007941093,0.0003965247,0.00007967935,0.000424678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009157429,0.0001705681,0.03655061,0.00001880051,0.0000079241,0.00005858683,0.02448587,0.00003815672,0.0001251942,0.8290297,0.09182703,0.01759596],"study_design_scores_gemma":[0.000344799,0.000153511,0.006234021,0.00005216771,0.000002144475,0.000002177957,0.01836125,0.000906658,0.0007566888,0.05150025,0.9214634,0.000222919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5543168,0.002592093,0.00006291642,0.09046908,0.0004936379,0.001324789,0.00007382739,0.000281661,0.3503852],"genre_scores_gemma":[0.9225762,0.0003970739,0.008625638,0.0006818431,0.001961513,0.0000535704,0.00002873651,0.00003768385,0.06563768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8296364,"threshold_uncertainty_score":0.9994934,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3090435974","doi":"10.5860/crln.81.9.445","title":"Educational development partnerships and practices: Helping librarians move beyond the one-shot","year":2020,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Web and Library Services","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University","funders":"","keywords":"Information literacy; Curriculum; Digital literacy; Social media; Face (sociological concept); Point (geometry); Pedagogy; Sociology; Public relations; Psychology; Computer science; Political science; World Wide Web","authors":[{"name":"Sara Sharun","is_ca":true},{"name":"Erika E. Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2961050480520004,"gpt":0.3600587823580658,"spread":0.06395373430606538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007256023,0.0002160606,0.000229457,0.0001598985,0.001230534,0.002952455,0.002439482,0.0001003472,0.0002900004],"category_scores_gemma":[0.0005540445,0.000165983,0.00004504457,0.001752184,0.0003246307,0.008592934,0.002086182,0.0006630894,0.0001368154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002494712,"about_ca_system_score_gemma":0.002911005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002242833,"about_ca_topic_score_gemma":0.00004248773,"domain_scores_codex":[0.9965335,0.0007053725,0.0003762332,0.0007447581,0.0009591452,0.0006810068],"domain_scores_gemma":[0.9962777,0.002244882,0.0001989407,0.000635782,0.0001091572,0.0005335711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008561766,0.0001014222,0.002986919,0.0001157472,0.00006391546,0.00002218807,0.01207888,0.000003122513,0.0001743644,0.8602951,0.1203459,0.003726797],"study_design_scores_gemma":[0.0003821421,0.000151291,0.005783107,0.00003868399,0.000004821749,0.00001058911,0.004876388,0.00417113,0.002161812,0.02987606,0.9522458,0.0002982208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02969801,0.004085267,0.001629251,0.8986238,0.0002706282,0.001033952,0.00002356696,0.0002538332,0.06438175],"genre_scores_gemma":[0.7817802,0.0005538747,0.1377497,0.06402984,0.002814694,0.0005343072,0.0001064242,0.0001068304,0.01232404],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8345939,"threshold_uncertainty_score":0.9980826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2534705348","doi":"10.5860/crln.70.1.8111","title":"Dissecting the disconnect: Thinking about public space in academic libraries","year":2009,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Administration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Space (punctuation); Academic library; World Wide Web; Computer science; Mathematics education; Library science; Psychology; Operating system","authors":[{"name":"Amanda Wakaruk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1423018385385861,"gpt":0.4044720160116599,"spread":0.2621701774730738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003788435,0.0001907149,0.0002388659,0.0004011691,0.004285412,0.003754436,0.002222933,0.0002399976,0.0003945102],"category_scores_gemma":[0.004886979,0.0001384389,0.00008440277,0.00444977,0.001791895,0.01477986,0.0003474352,0.001407532,0.00004943713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009338641,"about_ca_system_score_gemma":0.002876553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006248264,"about_ca_topic_score_gemma":0.002346884,"domain_scores_codex":[0.9948731,0.001157586,0.0004389601,0.000540261,0.001610218,0.001379873],"domain_scores_gemma":[0.9968694,0.002083396,0.0001189513,0.0004501717,0.0001178045,0.0003602054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003300902,0.00003698482,0.01946581,0.000005087844,0.000003308346,0.00002203977,0.02562626,0.000002982879,0.00008908992,0.9313196,0.02032037,0.003075439],"study_design_scores_gemma":[0.0002373033,0.000150415,0.02249206,0.00007996111,0.000001933078,0.000001742398,0.1208659,0.0001189047,0.000638409,0.5228026,0.3323669,0.0002438586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3487996,0.002038769,0.0000333823,0.3496624,0.0004618934,0.001034465,0.00001302028,0.0002323818,0.297724],"genre_scores_gemma":[0.9796862,0.0004629167,0.0003521195,0.001575817,0.001062352,0.00004569751,0.00001153144,0.0000159426,0.01678744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6308866,"threshold_uncertainty_score":0.9989999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2188669763","doi":"10.5860/crln.74.9.9011","title":"MacEwan University Library’s pedagogical shift: Using active learning activities during first-year information literacy sessions","year":2013,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Information literacy; Library instruction; Mathematics education; Library science; Computer science; Psychology; Pedagogy; Sociology","authors":[{"name":"Lisa Shamchuk","is_ca":true},{"name":"Leah Plouffe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06951470518868139,"gpt":0.3621026388759219,"spread":0.2925879336872405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0003682458,0.0001781117,0.0002371377,0.0005764827,0.004957214,0.001404772,0.0005567358,0.00022557,0.005010546],"category_scores_gemma":[0.0007317977,0.0001757495,0.0001055236,0.001561366,0.0006527273,0.02340567,0.0007211248,0.001300689,0.0002099208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116652,"about_ca_system_score_gemma":0.001965967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462505,"about_ca_topic_score_gemma":0.0002576596,"domain_scores_codex":[0.996351,0.001348244,0.0002415228,0.000295978,0.0008730238,0.0008902496],"domain_scores_gemma":[0.9981069,0.0009883486,0.000129077,0.0002190992,0.0001551462,0.0004014374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002029108,0.0006044896,0.1333863,0.000517212,0.0002655612,0.0002698839,0.4967533,0.002177569,0.0004924465,0.215067,0.05782592,0.09061112],"study_design_scores_gemma":[0.0004442993,0.00007485982,0.0040553,0.00008868406,0.000006035265,0.000001204194,0.2697665,0.0008924131,0.0002493519,0.001445217,0.722759,0.000217106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188393,0.00006492808,0.0001169133,0.009704912,0.0001233631,0.0006970318,0.00005354793,0.0003453175,0.07005465],"genre_scores_gemma":[0.9505468,0.0003118206,0.007385382,0.0000551766,0.000553485,0.00001615632,0.00005477072,0.00003096023,0.04104544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6649331,"threshold_uncertainty_score":0.9996319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2462496062","doi":"10.5860/crln.63.4.280","title":"Ask a Librarian LIVE: Specialist and broad-based reference capacities expanded by new software","year":2002,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ask price; Computer science; World Wide Web; Business","authors":[{"name":"Susan Patrick","is_ca":true},{"name":"Cathy Matthews","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08853786158544685,"gpt":0.2705678474735266,"spread":0.1820299858880797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002463857,0.0003601705,0.0003885017,0.0006492315,0.00110221,0.004955512,0.001749934,0.0002047119,0.001918652],"category_scores_gemma":[0.0006187606,0.0003318207,0.00008064914,0.002369797,0.0008113768,0.00826254,0.001088004,0.0005403894,0.0002324496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007210961,"about_ca_system_score_gemma":0.001099684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002063075,"about_ca_topic_score_gemma":0.00005647965,"domain_scores_codex":[0.9961101,0.0003545695,0.000456946,0.000908096,0.001207442,0.0009628156],"domain_scores_gemma":[0.9970679,0.001113132,0.0001018137,0.0007764556,0.0001247488,0.0008159495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007370989,0.00006827044,0.001638105,0.00003307183,0.00002207153,0.00005071923,0.001912497,0.000001567252,0.00003660929,0.04446289,0.9348642,0.01683629],"study_design_scores_gemma":[0.001196944,0.0003576562,0.0004859142,0.00006155566,0.000002645864,0.0000142483,0.0009140128,0.001944568,0.002581558,0.02127049,0.9706675,0.0005028666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05845417,0.02374285,0.03066381,0.06482667,0.001292952,0.003633901,0.0005457068,0.003974012,0.8128659],"genre_scores_gemma":[0.1603198,0.001075285,0.07167647,0.004909219,0.0009027908,0.0002661975,0.0001174687,0.0001371291,0.7605956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1018657,"threshold_uncertainty_score":0.9999134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129998450","doi":"10.5860/crln.74.9.9009","title":"Making your publications open access: Resources to assist researchers and librarians","year":2013,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Library science; Computer science; World Wide Web; Data science","authors":[{"name":"DeDe Dawson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9163693574320282,"gpt":0.6759432609013435,"spread":0.2404260965306847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","bibliometrics","scholarly_communication","open_science","insufficient_payload"],"category_scores_codex":[0.03113887,0.0003176413,0.0006225386,0.06948231,0.002843014,0.1707498,0.02448103,0.000270203,0.01031704],"category_scores_gemma":[0.1432059,0.0002351812,0.0001295588,0.2692179,0.001420135,0.02520391,0.03975231,0.001310942,0.002153311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129976,"about_ca_system_score_gemma":0.002335246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886885,"about_ca_topic_score_gemma":0.0004644367,"domain_scores_codex":[0.9783462,0.002489224,0.001179491,0.002075517,0.01357501,0.002334614],"domain_scores_gemma":[0.9587774,0.02441066,0.0003334807,0.004055914,0.008441983,0.003980515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007547805,0.0001341046,0.06617402,0.000009675069,0.00002331911,0.00001468281,0.0006849089,0.000003545356,0.0001449728,0.04439984,0.7996032,0.08873232],"study_design_scores_gemma":[0.0004111764,0.0002493039,0.1947274,0.00002474196,0.000001837955,0.000005968225,0.01051004,0.0008847131,0.0001278638,0.08856964,0.7042252,0.0002620634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2481413,0.002613712,0.00112586,0.2630371,0.0003605083,0.006262422,0.0003659308,0.0001992838,0.4778939],"genre_scores_gemma":[0.7294024,0.0004637602,0.01510577,0.003165251,0.0004954324,0.001904934,0.00002309978,0.0001174182,0.249322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4812611,"threshold_uncertainty_score":0.9986236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004709391","doi":"10.5860/crln.81.1.66","title":"Exploring worldviews and authorities: Library instruction in Indigenous Studies using Authority is Constructed and Contextual","year":2020,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Australian Indigenous Culture and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Indigenous; Library science; Sociology; Political science; Media studies; Computer science","authors":[{"name":"Michael Dudley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4770888417149275,"gpt":0.4079877755103929,"spread":0.06910106620453454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006532954,0.0002089596,0.0004839449,0.0003644491,0.002703248,0.0004813774,0.0002846179,0.0001772008,0.0001708914],"category_scores_gemma":[0.0005318968,0.0002117167,0.00004548332,0.001514813,0.003042642,0.003977845,0.0003338166,0.0007587289,0.000007139321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786009,"about_ca_system_score_gemma":0.001407566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00287352,"about_ca_topic_score_gemma":0.002429556,"domain_scores_codex":[0.9967966,0.0008933982,0.0004419383,0.0005303154,0.000577248,0.0007604982],"domain_scores_gemma":[0.9987987,0.000368747,0.00009920861,0.0001530392,0.0001163806,0.0004639444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002224006,0.0000341482,0.02331373,0.0002316397,0.00006802955,0.0001349042,0.852206,5.403916e-7,0.00009357755,0.09098525,0.01903836,0.01367143],"study_design_scores_gemma":[0.0006416635,0.0001671494,0.001636684,0.0001176693,0.00001219944,0.000007608292,0.5627122,0.00001273832,0.0001961229,0.004867644,0.4293408,0.0002875463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715046,0.01232866,0.00000553569,0.006142349,0.00033318,0.001073738,0.0001037718,0.0001599761,0.008348195],"genre_scores_gemma":[0.9792995,0.01289369,0.002699715,0.0007106045,0.001030788,0.0001090872,0.00001059055,0.00005101652,0.003194983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4103024,"threshold_uncertainty_score":0.9996705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2510101784","doi":"10.5860/crln.63.9.642","title":"The wired classroom: Dream and reality","year":2002,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Web and Library Services","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Humanities; Dream; Commons; Sociology; Art; Political science; Psychology","authors":[{"name":"Peggy White","is_ca":true},{"name":"Shauna Rutherford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0882497965715857,"gpt":0.2969344444044379,"spread":0.2086846478328522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000817585,0.0001639864,0.000189813,0.0001408122,0.001606329,0.002360451,0.002373394,0.0001001611,0.0001375411],"category_scores_gemma":[0.000177772,0.0001106295,0.00005373844,0.001434397,0.0006180451,0.00393287,0.001748221,0.0003868734,0.0001108795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002049403,"about_ca_system_score_gemma":0.0001752236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388523,"about_ca_topic_score_gemma":0.000189928,"domain_scores_codex":[0.9969397,0.0006973821,0.0002828224,0.0005474895,0.0007548708,0.0007777452],"domain_scores_gemma":[0.9967723,0.001503288,0.0000550544,0.001246672,0.0000940327,0.0003285925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002049066,0.00003966798,0.0008899375,0.0000159684,0.00001315125,0.00003100612,0.0006766888,4.71577e-7,0.00002850743,0.4915293,0.483381,0.0233738],"study_design_scores_gemma":[0.0003214866,0.0001607634,0.003084783,0.00001314767,0.000001306386,0.00001190241,0.0005852904,0.01508666,0.0003581251,0.06169891,0.9185271,0.0001505729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04590822,0.02055319,0.001812515,0.3713321,0.0008821785,0.001730506,0.00006654699,0.0009582957,0.5567565],"genre_scores_gemma":[0.856526,0.005182726,0.01077607,0.00401508,0.0009288106,0.0002326381,0.00001153665,0.00006777145,0.1222593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8106178,"threshold_uncertainty_score":0.9996935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895644304","doi":"10.5860/crln.79.9.506","title":"Weeding a shared e-book collection: Collaboration across a consortium","year":2018,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Collection development; Function (biology); Computer science; Set (abstract data type); Process (computing); World Wide Web; Shared resource; Library science; Operating system","authors":[{"name":"Tamara Weintraub","is_ca":false},{"name":"Brian Greene","is_ca":true},{"name":"Glorian Sipman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06433728190549327,"gpt":0.336617446618037,"spread":0.2722801647125437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007147561,0.000274122,0.0003144409,0.0006539615,0.002856911,0.0062009,0.001603277,0.0001843963,0.0008213653],"category_scores_gemma":[0.0008203165,0.0002612807,0.0000889747,0.009003092,0.0007989811,0.01264849,0.001573696,0.0003215957,0.0004496092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000853,"about_ca_system_score_gemma":0.002506228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003039266,"about_ca_topic_score_gemma":0.000112591,"domain_scores_codex":[0.9958891,0.0003326331,0.0005360361,0.0008735692,0.001274496,0.001094209],"domain_scores_gemma":[0.9971514,0.0006595813,0.0001295864,0.0007145694,0.0009076485,0.0004371977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001848981,0.00005421684,0.001600362,0.00001766563,0.00003503315,0.00003559966,0.004720799,8.956127e-7,0.000264249,0.06621005,0.9252062,0.001670018],"study_design_scores_gemma":[0.0009235291,0.0005577459,0.0009942403,0.00003788784,0.000001682568,0.0000235472,0.002952451,0.002866023,0.01050542,0.009465571,0.9713317,0.00034027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05307173,0.002211024,0.01398287,0.04303074,0.002979895,0.003053483,0.0001396499,0.002197818,0.8793328],"genre_scores_gemma":[0.4129251,0.0001763212,0.01888249,0.003426947,0.001783351,0.0006780413,0.00004175421,0.00008431577,0.5620017],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3598533,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2930697950","doi":"10.5860/crln.80.4.212","title":"Reframing from the ground up: Redesigning a credit-bearing information literacy course using the Framework for Information Literacy for Higher Education","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Information literacy; Course (navigation); Higher education; Quarter (Canadian coin); Class (philosophy); Literacy; Mathematics education; Sociology; Pedagogy; Library science; Political science; Engineering; Psychology; Computer science; History","authors":[{"name":"Shonn Haren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07306050899437913,"gpt":0.4007687060130165,"spread":0.3277081970186374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003049136,0.000209174,0.0002266265,0.0002927317,0.004099235,0.00926078,0.001361535,0.0002339288,0.000412713],"category_scores_gemma":[0.002247395,0.0001439196,0.0001460334,0.001760076,0.0004425635,0.1212543,0.0002667487,0.0005634787,0.0001076854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017699,"about_ca_system_score_gemma":0.002892265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113818,"about_ca_topic_score_gemma":0.00000604639,"domain_scores_codex":[0.9964249,0.0004810451,0.0008540239,0.0002386214,0.001183008,0.0008183809],"domain_scores_gemma":[0.9916734,0.005797508,0.0004783571,0.0006607402,0.001199509,0.0001904704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002182851,0.00002459803,0.001208027,0.00006882333,0.00002386233,6.726196e-8,0.1176787,0.00005375953,0.00001803214,0.7753007,0.06551091,0.03989419],"study_design_scores_gemma":[0.0003884636,0.00007479791,0.001540543,0.0002125619,0.00001098641,5.245916e-7,0.05589855,0.006113065,0.0000626348,0.06625608,0.8692567,0.0001851143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5226667,0.00350763,0.1408157,0.1744511,0.02921475,0.03637247,0.00212539,0.0009969547,0.08984929],"genre_scores_gemma":[0.8190604,0.0002342977,0.1115311,0.0350344,0.007948094,0.00204715,0.002015044,0.00007506834,0.02205445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8037457,"threshold_uncertainty_score":0.9971973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3020888257","doi":"10.5860/crln.81.5.232","title":"Virtual cohorts: Peer support and problem-solving at a distance","year":2020,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transformative learning; Cohort; Public relations; Peer support; Peer review; Political science; Computer science; Sociology; Psychology; Pedagogy; Mathematics; Statistics","authors":[{"name":"Amy Tureen","is_ca":false},{"name":"Erick Lemon","is_ca":false},{"name":"Joyce Martin","is_ca":false},{"name":"Starr Hoffman","is_ca":false},{"name":"Mindy Thuna","is_ca":false},{"name":"Willie Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06083733358894116,"gpt":0.3331494964165674,"spread":0.2723121628276262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001308802,0.0001305753,0.0002094102,0.0001268081,0.002125649,0.001369351,0.0006934814,0.0000952749,0.002715261],"category_scores_gemma":[0.001359788,0.0001141471,0.00004887347,0.001545477,0.00152026,0.0207011,0.0006581458,0.0003280287,0.0002941249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007106149,"about_ca_system_score_gemma":0.001211605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535599,"about_ca_topic_score_gemma":0.00007587717,"domain_scores_codex":[0.996486,0.0003653724,0.0003614196,0.0003778042,0.001652953,0.0007564324],"domain_scores_gemma":[0.998248,0.0004922113,0.00007891868,0.000215039,0.0002418513,0.0007240253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007396997,0.00001249055,0.008208307,0.00001873654,0.000005702139,0.00001568828,0.05210624,0.000001302181,0.00002364641,0.4140963,0.5237719,0.001665774],"study_design_scores_gemma":[0.0002414634,0.0001968873,0.0007358228,0.00001441237,0.000001483174,0.000001299294,0.03233274,0.0002283897,0.00009935594,0.002590315,0.9634119,0.0001458941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06468152,0.0004791089,0.0002103775,0.2511184,0.0002466358,0.00150733,0.0002179282,0.0003023554,0.6812363],"genre_scores_gemma":[0.7959126,0.0005301514,0.002226249,0.01840372,0.000862325,0.0001046262,0.00008889806,0.00003116219,0.1818403],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7312311,"threshold_uncertainty_score":0.9996673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913174096","doi":"10.5860/crln.80.2.100","title":"Playtime at Robarts Library: Opening a family-friendly study space at the University of Toronto","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Administration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ontario Council of University Libraries; University of Toronto","funders":"","keywords":"Mandate; Scope (computer science); Space (punctuation); Equity (law); Inclusion (mineral); Sociology; Population; Academic library; Public relations; Library science; Political science; Gender studies; Computer science; Law","authors":[{"name":"Jesse Carliner","is_ca":true},{"name":"Kyla Everall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05053281459330687,"gpt":0.3190515564561106,"spread":0.2685187418628037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001173428,0.0001378165,0.0002401396,0.00006363801,0.002635164,0.0004232008,0.001504227,0.0001026265,0.01066245],"category_scores_gemma":[0.0001243036,0.0001106829,0.00008509254,0.000898437,0.001201968,0.008107833,0.001588112,0.000212981,0.0004656489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951996,"about_ca_system_score_gemma":0.001900684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008108625,"about_ca_topic_score_gemma":0.02290049,"domain_scores_codex":[0.9961494,0.001223411,0.0002081866,0.0004826884,0.001288068,0.0006483029],"domain_scores_gemma":[0.9981408,0.0007856116,0.0001063545,0.0006070829,0.00007252557,0.000287595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007965619,0.0002439925,0.1823484,0.00002273611,0.00004276956,0.00007294294,0.06678082,0.00001652703,0.0009348727,0.1315102,0.6166546,0.0005755413],"study_design_scores_gemma":[0.0004831764,0.0006329736,0.01344715,0.0000207165,0.000005026238,4.999822e-7,0.2102128,0.00004673485,0.0004484727,0.0004988844,0.7740653,0.0001382771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658354,0.0004747529,0.000001787304,0.00582267,0.0001620461,0.001229768,0.00004368119,0.00005776445,0.3338535],"genre_scores_gemma":[0.7173474,0.0001637722,0.0001905723,0.0001088671,0.0001001151,0.000004914935,0.00001485725,0.00001291234,0.2820565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1689013,"threshold_uncertainty_score":0.9986632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1947664713","doi":"10.5860/crln.71.1.8306","title":"History Day: Another outreach opportunity for academic libraries","year":2010,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Administration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Outreach; Academic library; Library science; Computer science; Political science","authors":[{"name":"Thomas Steman","is_ca":true},{"name":"Susan Motin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2148640757310493,"gpt":0.3968984356924449,"spread":0.1820343599613956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00312629,0.000194009,0.000259556,0.0003385301,0.001939902,0.0006300926,0.001550338,0.0004362268,0.004196743],"category_scores_gemma":[0.003555361,0.0001799399,0.0001230298,0.0008682712,0.003477868,0.008850663,0.0002627918,0.001161218,0.00009960508],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090604,"about_ca_system_score_gemma":0.01176775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000477164,"about_ca_topic_score_gemma":0.001081263,"domain_scores_codex":[0.9961569,0.000727204,0.0003850024,0.0005627993,0.00110573,0.001062366],"domain_scores_gemma":[0.9968208,0.001609584,0.0001212602,0.0005364914,0.000191744,0.0007201341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005125906,0.00004137015,0.001931733,0.00001052725,0.000005447606,0.000007890346,0.005911847,4.846477e-8,0.0007439008,0.4920183,0.4963246,0.002953035],"study_design_scores_gemma":[0.0002536375,0.0001258761,0.0006106494,0.000009701323,0.000003067819,0.000001150051,0.01032364,0.00003912422,0.001267684,0.07710689,0.9100538,0.0002047882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09924638,0.001456109,0.0003126569,0.1082044,0.003658863,0.003186958,0.0003085879,0.0006850435,0.782941],"genre_scores_gemma":[0.5334519,0.0004422096,0.005781934,0.006282305,0.004346459,0.0005616985,0.0001519906,0.00009953347,0.448882],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4342055,"threshold_uncertainty_score":0.9993594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406202952","doi":"10.5860/crln.86.1.12","title":"Rethinking Authority and Bias: Modifying the CRAAP Test to Promote Critical Thinking about Marginalized Information","year":2025,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Administration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Scholarship; Objectivity (philosophy); Sociology; Queer; Indigenous; Test (biology); Trustworthiness; Public relations; Credibility; Relevance (law); Psychology; Political science; Epistemology; Law; Social psychology; Gender studies","authors":[{"name":"Emily Jaeger-McEnroe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.132585304867588,"gpt":0.4040400748164209,"spread":0.2714547699488329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004996934,0.0001268946,0.0001721801,0.0003225509,0.006081541,0.004278299,0.0008740185,0.000153047,0.0001191121],"category_scores_gemma":[0.01422608,0.00009603854,0.00004460902,0.002432826,0.001283666,0.008302785,0.0005205648,0.0005838744,0.00003138612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000791803,"about_ca_system_score_gemma":0.002331963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007929371,"about_ca_topic_score_gemma":0.0005516735,"domain_scores_codex":[0.996617,0.0008150825,0.0003606608,0.0003019832,0.001219831,0.0006854277],"domain_scores_gemma":[0.9961342,0.002981614,0.00004072537,0.0003150891,0.0002660547,0.0002623788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005125389,0.00002540495,0.00386593,0.00005633575,0.000004998385,0.000005971988,0.05042947,0.000001557587,0.00006596591,0.9057651,0.03292367,0.006804406],"study_design_scores_gemma":[0.0002030413,0.0001166554,0.003886265,0.0001949104,0.000005600904,0.000001041188,0.03060354,0.0008059522,0.0004305335,0.3991707,0.5644364,0.0001454425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2163087,0.000722834,0.001793028,0.4989541,0.0008057962,0.002786076,0.00006543367,0.0003692069,0.2781949],"genre_scores_gemma":[0.981945,0.0001682658,0.006362813,0.004209689,0.0003388549,0.0001278609,0.00001143356,0.000009175764,0.006826939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7656363,"threshold_uncertainty_score":0.9967554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2959064571","doi":"10.5860/crln.80.7.374","title":"Renewing the system: Thinking broadly about equity, diversity, and inclusion in scholarly communication","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Excellence; Scholarship; Equity (law); Inclusion (mineral); Stewardship (theology); Diversity (politics); Higher education; Intellectual freedom; Public relations; Sociology; Strategic planning; Political science; Management; Social science; Economics","authors":[{"name":"Karen Munro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08784499458454569,"gpt":0.3655192369183086,"spread":0.2776742423337629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007900133,0.00009212162,0.0001527977,0.0003459312,0.01972107,0.003136513,0.002766661,0.0001184795,0.0001374971],"category_scores_gemma":[0.0005963826,0.00006975599,0.00003547009,0.00178781,0.0007252396,0.04875016,0.06252978,0.0006104037,0.00006351559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883497,"about_ca_system_score_gemma":0.0006304402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006651948,"about_ca_topic_score_gemma":0.0005029417,"domain_scores_codex":[0.9956344,0.001425504,0.0003085476,0.0002240285,0.001892979,0.0005145514],"domain_scores_gemma":[0.9980237,0.001028949,0.0001003626,0.0005167498,0.0001799782,0.000150186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002892423,0.00001301915,0.04816253,0.00004079108,0.00000324497,0.000002168531,0.1913644,0.00000545058,0.0000194899,0.7514458,0.005096817,0.003817378],"study_design_scores_gemma":[0.0009259537,0.0001224037,0.03020483,0.0006403891,0.00000393686,0.000002790292,0.2811971,0.001961228,0.00007612077,0.1814038,0.5031658,0.0002955267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6048197,0.001491717,0.000012928,0.02892932,0.0001989223,0.0009928511,0.000009610023,0.00009129049,0.3634537],"genre_scores_gemma":[0.9929464,0.0005531812,0.0003617112,0.001795203,0.00008530886,0.00001440953,0.000008695836,0.000006328019,0.004228693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.570042,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015253581","doi":"10.5860/crln.80.9.502","title":"Learning by doing: Highlighting the successful collaboration between an open access peer-reviewed journal, a scholarly communication class, and a supportive library","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Scholarly communication; Suite; Class (philosophy); Core competency; Work (physics); Public relations; Library science; Sociology; Computer science; Political science; World Wide Web; Publishing; Business; Engineering","authors":[{"name":"Melissa Seelye","is_ca":false},{"name":"Madison Edgar","is_ca":false},{"name":"Marni R. Harrington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09706158709436369,"gpt":0.4519354687501379,"spread":0.3548738816557742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00714814,0.0001836267,0.0003330368,0.0002922763,0.005914381,0.04404516,0.003906381,0.0002082752,0.00115275],"category_scores_gemma":[0.003151585,0.0001484133,0.00003457489,0.003866245,0.0006998752,0.05211526,0.00162245,0.001370764,0.00005364909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916759,"about_ca_system_score_gemma":0.005418488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008923287,"about_ca_topic_score_gemma":0.00109246,"domain_scores_codex":[0.9894637,0.007434479,0.0005968861,0.0004537289,0.001484961,0.0005662769],"domain_scores_gemma":[0.994893,0.001805724,0.0004898991,0.0006470963,0.001761024,0.0004032758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001495889,0.0001499359,0.09159537,0.00003830097,0.00005188182,0.000002267894,0.04709581,0.000007447284,0.0001760424,0.1440927,0.703148,0.01349266],"study_design_scores_gemma":[0.0003956604,0.0002366078,0.002955362,0.00007225693,0.00001156149,9.204409e-7,0.1447574,0.00004384245,0.0001740278,0.005323394,0.8458617,0.0001672758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5577731,0.003172618,0.00003028947,0.3151493,0.0003710374,0.003336588,0.00007445639,0.0001402827,0.1199523],"genre_scores_gemma":[0.9440605,0.004237174,0.001073528,0.0009474243,0.0005952739,0.0002280953,0.0003017882,0.0000503189,0.04850587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3862875,"threshold_uncertainty_score":0.9997603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3152340780","doi":"10.5860/crln.82.4.190","title":"Kids in the stacks: Summer camp at an academic library","year":2021,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Smiths Detection (Canada); Ambrose University","funders":"","keywords":"Outreach; Summer camp; Library science; Work (physics); Cliff; Sociology; Medical education; Political science; Engineering; History; Medicine; Archaeology; Computer science","authors":[{"name":"Jennifer Smith","is_ca":true},{"name":"Onnica Marquez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1653628026425131,"gpt":0.4194124103772003,"spread":0.2540496077346872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001968285,0.0001386146,0.000180134,0.0002105585,0.001850378,0.001289662,0.001624482,0.0002330767,0.003758886],"category_scores_gemma":[0.0008013815,0.0001057492,0.00006613509,0.003691148,0.001457911,0.01200855,0.0004770789,0.0008543232,0.0002201109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000665536,"about_ca_system_score_gemma":0.005230955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003878392,"about_ca_topic_score_gemma":0.003444467,"domain_scores_codex":[0.9936751,0.003004389,0.0003418887,0.0005297317,0.001505311,0.0009435589],"domain_scores_gemma":[0.9977686,0.001170111,0.000052623,0.0005607353,0.00007071911,0.0003772563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007628853,0.0001136564,0.07476436,0.00001193188,0.00000460627,0.0002735855,0.02842651,0.00000168741,0.0003335739,0.4635132,0.4307779,0.001702718],"study_design_scores_gemma":[0.0002087158,0.0001071396,0.007809297,0.00002043099,0.000001554791,0.000003604502,0.09438802,0.00002931577,0.00187775,0.0308043,0.8645971,0.0001527839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6343531,0.001429378,0.000003487926,0.104609,0.0002856553,0.0006550757,0.00008469068,0.000110392,0.2584692],"genre_scores_gemma":[0.892152,0.001612333,0.0004159047,0.006034432,0.001080299,0.0001019895,0.000147995,0.00002760883,0.0984274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4338192,"threshold_uncertainty_score":0.9997471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323343597","doi":"10.5860/crln.84.3.123","title":"Library publishing workflows: Three big lessons learned from cohort-based documentation","year":2023,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Research Data Management Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brandon University","funders":"Institute of Museum and Library Services","keywords":"Publishing; Workflow; Metadata; Documentation; World Wide Web; Computer science; Library science; Scholarly communication; Political science; Database","authors":[{"name":"Brandon Locke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3341429007871973,"gpt":0.4091827522226307,"spread":0.0750398514354334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.004379145,0.0003307748,0.0003850978,0.002082193,0.001319496,0.06424078,0.009098719,0.0002061181,0.0005978722],"category_scores_gemma":[0.005246722,0.0003183977,0.0001338431,0.01111236,0.0004830134,0.195477,0.008300642,0.001469665,0.001095092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128105,"about_ca_system_score_gemma":0.001979141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371683,"about_ca_topic_score_gemma":0.0005117416,"domain_scores_codex":[0.9905078,0.002014761,0.0006119962,0.001708881,0.003468843,0.001687686],"domain_scores_gemma":[0.9892306,0.006536878,0.0002116507,0.003184294,0.0002213893,0.0006151958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001533817,0.00009774452,0.009585305,0.00004692443,0.0001058409,0.0004104754,0.0001786477,0.0001216287,0.0001420307,0.3701867,0.5252937,0.09367767],"study_design_scores_gemma":[0.001285501,0.0001834427,0.01883374,0.0001115077,0.00001107623,8.898492e-7,0.001095224,0.04257736,0.001364297,0.1509814,0.7831036,0.000451935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01996627,0.001194978,0.1682754,0.6857328,0.001635996,0.003969243,0.0008771702,0.004370517,0.1139776],"genre_scores_gemma":[0.374246,0.0202503,0.3265194,0.01355163,0.006161513,0.00680368,0.0139261,0.0009385421,0.2376028],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6721811,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205694141","doi":"10.5860/crln.82.1.45","title":"Internet Reviews","year":2021,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Government of Canada","funders":"","keywords":"The Internet; Business; Library science; Political science; Computer science; World Wide Web","authors":[{"name":"Joni Roberts","is_ca":true},{"name":"Carol A. Drost","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1494470558035166,"gpt":0.3589792025537472,"spread":0.2095321467502305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001277975,0.00006785776,0.0002003756,0.0004149909,0.001536725,0.001633401,0.0005139773,0.0001052769,0.01637864],"category_scores_gemma":[0.002609384,0.00008437467,0.0001053247,0.001555309,0.00154118,0.000847002,0.0002360522,0.0003916756,0.001791824],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005285715,"about_ca_system_score_gemma":0.005708273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1611906,"about_ca_topic_score_gemma":0.839689,"domain_scores_codex":[0.9970655,0.001256469,0.0002186796,0.0002903827,0.0006154639,0.0005535122],"domain_scores_gemma":[0.9987174,0.0002922618,0.00003447861,0.0003529294,0.0001989932,0.0004039158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006155264,0.0000177891,0.00009861248,0.00001518823,0.000004215813,0.00009960576,0.003807143,1.897866e-8,0.00001291447,0.3061569,0.6825305,0.007250985],"study_design_scores_gemma":[0.00009967217,0.00001775861,0.0001125052,0.00003485159,0.000002478807,0.000001668963,0.005700835,0.0000015181,0.00004279426,0.00661005,0.9872848,0.00009111758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00179124,0.02866697,0.00002207075,0.02206415,0.0006899399,0.0004044571,0.00004435435,0.00006687795,0.94625],"genre_scores_gemma":[0.00487853,0.01150608,0.0005303941,0.001264514,0.0008190957,0.00007189326,0.00001685446,0.00001789868,0.9808947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6784983,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249952936","doi":"10.5860/crln.80.6.334","title":"And the winners are . . .: The official results of the 2019 ACRL elections","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Oregon; San Diego State University; West Virginia University; Wayne State University; American Library Association","keywords":"State (computer science); Political science; Library science; Vice president; Management; Sociology; Media studies; Computer science; Economics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0492789250727327,"gpt":0.3354286111983921,"spread":0.2861496861256594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002408805,0.00007871469,0.0001344101,0.00006211902,0.002467849,0.0005106282,0.001088719,0.00007811336,0.0001103495],"category_scores_gemma":[0.001508037,0.00003574034,0.00007575873,0.001839894,0.003952522,0.001363095,0.0002958144,0.0003836904,0.00003441552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002126634,"about_ca_system_score_gemma":0.001788367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948157,"about_ca_topic_score_gemma":0.003557692,"domain_scores_codex":[0.9968364,0.001366415,0.0002359756,0.0002333146,0.0009290465,0.0003988556],"domain_scores_gemma":[0.9973493,0.001855121,0.0001229595,0.0004651982,0.0001259616,0.00008145338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000438764,0.0000325701,0.004893576,0.000005250875,0.00001326713,7.94269e-7,0.01120515,0.000009761941,0.0001448304,0.6852065,0.2974394,0.0006101054],"study_design_scores_gemma":[0.000909937,0.0001054711,0.01526447,0.00002663472,0.000005981125,0.000001075394,0.08076285,0.000115339,0.0007982883,0.02425578,0.8776622,0.00009201467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4297548,0.0005467766,0.000003773361,0.30968,0.0007619234,0.002031944,0.0001473594,0.00004086445,0.2570326],"genre_scores_gemma":[0.9272516,0.0002102851,0.00002047507,0.0005982684,0.0003353913,0.00001949515,0.000003189531,0.000006225374,0.07155508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6609508,"threshold_uncertainty_score":0.9988308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237483916","doi":"10.5860/crln.79.11.635","title":"ACRL Annual Report 2017-2018","year":2018,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Auburn University at Montgomery; Marquette University; University of Louisville; Johns Hopkins University; University of Washington; Brigham Young University; Girton College, University of Cambridge; North Dakota State University; Yale University; Auburn University; McKnight Foundation","keywords":"Excellence; Quarter (Canadian coin); Fiscal year; Political science; Value (mathematics); Plan (archaeology); Library science; Public relations; Management; Computer science; Economics; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1072909006161344,"gpt":0.4152211370169012,"spread":0.3079302364007668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.002793316,0.0001402988,0.0001966572,0.0004066182,0.003268462,0.001241313,0.001372803,0.0001616771,0.005050392],"category_scores_gemma":[0.00207194,0.0001218143,0.000083115,0.002672465,0.004443648,0.03658526,0.0005115306,0.0003572607,0.002710011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008593775,"about_ca_system_score_gemma":0.003259914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008563388,"about_ca_topic_score_gemma":0.0002554038,"domain_scores_codex":[0.9956805,0.0005581109,0.0004999803,0.000408333,0.001756332,0.001096773],"domain_scores_gemma":[0.9974925,0.0004499605,0.0001299165,0.0006866921,0.0006752397,0.0005657075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003336593,0.0000238209,0.001178973,0.000004000283,0.000004888762,0.00005142396,0.01363589,7.963303e-8,0.000008655318,0.2588915,0.7241544,0.002013103],"study_design_scores_gemma":[0.0001658,0.0001829505,0.001296965,0.00001485199,0.000001154001,0.00001266112,0.02906916,0.00003280874,0.0002592738,0.01517282,0.953638,0.0001535926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02402124,0.0001773322,0.00007358783,0.03533578,0.001251864,0.0006249201,0.000149668,0.0002369757,0.9381287],"genre_scores_gemma":[0.2220155,0.0003665517,0.004623811,0.009877391,0.007874967,0.0001266258,0.00009526542,0.0000416156,0.7549783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2437186,"threshold_uncertainty_score":0.9997955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247754736","doi":"10.5860/crln.62.2.221","title":"Grants and Acquisitions","year":2001,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University; Gladys Krieble Delmas Foundation","keywords":"Business","authors":[{"name":"Ann-Christe Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.285217932861628,"gpt":0.4684232348206264,"spread":0.1832053019589984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001670617,0.0001332652,0.0003111744,0.0004868482,0.0005811655,0.0001320763,0.0001774428,0.000157043,0.001991071],"category_scores_gemma":[0.02482421,0.000103001,0.00005126284,0.001380452,0.0009100513,0.0005135347,0.0002465887,0.0008889671,0.0002777766],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055541,"about_ca_system_score_gemma":0.006320254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814306,"about_ca_topic_score_gemma":0.0000461589,"domain_scores_codex":[0.9959199,0.0003182745,0.0002763739,0.0003513917,0.001395547,0.001738531],"domain_scores_gemma":[0.9899912,0.001134387,0.00002193212,0.0004769702,0.0002978701,0.00807762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001137298,0.0002350313,0.009008606,0.0002071215,0.00002796138,0.001445831,0.0002963486,3.985509e-8,0.0006388203,0.01539916,0.9257923,0.04581148],"study_design_scores_gemma":[0.002141694,0.00106573,0.01384032,0.0001598813,0.000007276193,0.0002604905,0.001129016,0.0001350876,0.0003524077,0.005614789,0.9751933,0.0001000672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.401313,0.005922437,0.0001758381,0.3199153,0.0001494545,0.002295217,0.000102373,0.0002053981,0.269921],"genre_scores_gemma":[0.8751898,0.01332932,0.002111614,0.02638697,0.001325515,0.0002742253,0.00008653604,0.00008147482,0.08121459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738768,"threshold_uncertainty_score":0.999313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2463428709","doi":"10.5860/crln.77.7.9520","title":"Real institutions, real talk: Reflecting on over a decade of diversity scholars visits to ARL research libraries","year":2016,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Diversity (politics); Library science; Political science; Media studies; History; Telecommunications; Sociology; Computer science; Law","authors":[{"name":"Ilana Stonebraker","is_ca":false},{"name":"Mark A. Puente","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3254855772262711,"gpt":0.4837730078876313,"spread":0.1582874306613602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.004965829,0.0001976495,0.0003132065,0.001105504,0.007499152,0.001098225,0.001869454,0.0002837863,0.0006015927],"category_scores_gemma":[0.005855351,0.0001551832,0.0001090192,0.005157896,0.002773582,0.01109823,0.002005482,0.0007464599,0.0001778907],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348049,"about_ca_system_score_gemma":0.006644012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007360127,"about_ca_topic_score_gemma":0.00482598,"domain_scores_codex":[0.9918551,0.002171572,0.0004659745,0.0008035178,0.003321511,0.001382344],"domain_scores_gemma":[0.9951773,0.002691824,0.00011297,0.0006649147,0.0005207068,0.0008322799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007047044,0.0001672927,0.03764071,0.00002151759,0.00001987903,0.00006880354,0.0126748,0.000001909274,0.005000571,0.8502247,0.08802646,0.005448654],"study_design_scores_gemma":[0.001530788,0.002606709,0.0739705,0.0006434087,0.00001039788,0.000003063544,0.05719013,0.00001118591,0.03968189,0.1002305,0.7233993,0.0007220494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7395025,0.00006175799,0.00002465682,0.02161554,0.0002539525,0.0008960867,0.0001246793,0.0001343568,0.2373865],"genre_scores_gemma":[0.9739491,0.0007067344,0.001280865,0.0002662564,0.0005967044,0.0000495291,0.0000098574,0.00002125143,0.02311973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7499942,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2931801678","doi":"10.5860/crln.80.4.216","title":"Librarians as critical friends: Developing a sustainable peer observation process","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Library instruction; Peer instruction; Information literacy; Process (computing); Quarter (Canadian coin); Front (military); Computer science; Academic library; Medical education; Library science; Mathematics education; Psychology; Pedagogy; Peer feedback; Engineering; Medicine; Geography","authors":[{"name":"Laura Dimmit","is_ca":false},{"name":"Caitlan Maxwell","is_ca":false},{"name":"Chelsea Nesvig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07704513858169688,"gpt":0.4109053076304556,"spread":0.3338601690487588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.002448838,0.0001728414,0.0002377041,0.0005011315,0.002375836,0.003227787,0.001316847,0.0002085837,0.004746931],"category_scores_gemma":[0.005375373,0.0001600159,0.00007195121,0.00415187,0.0009675121,0.06359846,0.000397841,0.0005045522,0.001409172],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154651,"about_ca_system_score_gemma":0.008383133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006064046,"about_ca_topic_score_gemma":0.00001553388,"domain_scores_codex":[0.9946305,0.0005810559,0.000479076,0.0004556951,0.002414878,0.001438761],"domain_scores_gemma":[0.9965326,0.001272711,0.00008059228,0.0004234331,0.00123871,0.0004520197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005472912,0.00002899615,0.007161189,0.00009309759,0.000005925298,0.00001701109,0.0269353,0.000003655184,0.000004844047,0.8906773,0.07467315,0.0003448408],"study_design_scores_gemma":[0.000201487,0.00009871675,0.0006447755,0.00003868753,0.00000143719,0.000001599461,0.1555582,0.0001802193,0.00021195,0.1228229,0.7200611,0.0001790565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1369196,0.000168718,0.0001900646,0.1574984,0.0005060712,0.001454948,0.0000272485,0.000313767,0.7029212],"genre_scores_gemma":[0.5506997,0.00006938924,0.004560035,0.01507908,0.000765214,0.0002416187,0.00007779613,0.00004401208,0.4284632],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7678544,"threshold_uncertainty_score":0.9993684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2918522547","doi":"10.5860/crln.80.3.134","title":"OpenCon 2018: Building a community of openness, advocacy, and activism","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Openness to experience; Political science; Scholarly communication; Public relations; Community college; Library science; Sociology; Public administration; Psychology; Medical education; Publishing; Law","authors":[{"name":"Debbie Feisst","is_ca":true},{"name":"Willa Liburd Tavernier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06918643734177429,"gpt":0.3478740019597228,"spread":0.2786875646179485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864048,0.0001294439,0.0002797719,0.0002892338,0.000664919,0.0008401009,0.002033572,0.00007786836,0.0002517744],"category_scores_gemma":[0.0004697847,0.0001197737,0.00003835611,0.001109591,0.0002860305,0.003692867,0.003027242,0.0009430957,0.000104585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004161658,"about_ca_system_score_gemma":0.001188416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427209,"about_ca_topic_score_gemma":0.00004619404,"domain_scores_codex":[0.9972414,0.001254283,0.0002537656,0.0003243322,0.0004799645,0.0004462884],"domain_scores_gemma":[0.9974062,0.001218895,0.00009636694,0.0008990557,0.0001746667,0.0002048172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001461067,0.0003943301,0.01958627,0.0002392207,0.00004821972,0.00001038259,0.0154433,0.00002894004,0.01241298,0.861035,0.07419853,0.01645675],"study_design_scores_gemma":[0.003776432,0.002695855,0.04328316,0.0005943216,0.00001037143,0.00006015995,0.1448483,0.01759741,0.03679659,0.04829486,0.7009311,0.001111383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483681,0.0002969902,0.001381701,0.005186202,0.0003744834,0.0008438188,0.000004764171,0.00007889824,0.143465],"genre_scores_gemma":[0.9782683,0.00009501533,0.01415038,0.0001588199,0.00003729725,0.00003056542,0.000003396587,0.00001535838,0.007240839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8127401,"threshold_uncertainty_score":0.8101113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243582961","doi":"10.5860/crln.80.11.682","title":"Fast Facts","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reputation; Library science; Political science; Computer science; Law","authors":[{"name":"Gary Pattillo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09869219939875558,"gpt":0.3876140237849914,"spread":0.2889218243862359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009619004,0.0001260436,0.0002293774,0.0002067839,0.001344771,0.0005550658,0.0005708296,0.000112475,0.002940935],"category_scores_gemma":[0.0009173171,0.0001093995,0.00008122503,0.001073083,0.0008589086,0.001501905,0.0003897571,0.0003389836,0.003230175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006326199,"about_ca_system_score_gemma":0.001053917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525886,"about_ca_topic_score_gemma":0.002380938,"domain_scores_codex":[0.9967643,0.0006050085,0.0001903729,0.0003148897,0.001129188,0.0009962412],"domain_scores_gemma":[0.998149,0.0008893342,0.0000369279,0.000380048,0.0001843549,0.0003603836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001171476,0.00009324357,0.05328545,0.00003261948,0.00003948907,0.00002704885,0.04650099,0.000001741601,0.0001018445,0.4623414,0.4277166,0.009742452],"study_design_scores_gemma":[0.0003384474,0.000148209,0.007232225,0.00002117058,0.000002065153,4.317687e-7,0.1010779,0.00000484135,0.0001459435,0.0102121,0.8806725,0.0001441955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3159233,0.0006691513,0.000006317086,0.009759836,0.0002971053,0.0005748894,0.00002962623,0.00009960704,0.6726401],"genre_scores_gemma":[0.8427116,0.0002624447,0.000150096,0.0005890667,0.000363048,0.00002825678,0.000004624208,0.00001704345,0.1558738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5267883,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237446923","doi":"10.5860/crln.81.1.22","title":"ACRL candidates for 2020: A look at who’s running","year":2020,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Swarthmore College; Oregon State University; Santa Clara University; University of Nebraska-Lincoln; Central Michigan University; York University; Brigham Young University","keywords":"Library science; Cataloging; State (computer science); Management; Position (finance); Sociology; Computer science; Business","authors":[{"name":"Association of College and Research Libraries","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07326167508636207,"gpt":0.2969981580326866,"spread":0.2237364829463245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002906487,0.0002330976,0.0003187714,0.0002500378,0.001128397,0.002289605,0.001849044,0.0001040557,0.0003365637],"category_scores_gemma":[0.0006085356,0.0002080702,0.0001268597,0.002687463,0.0002579648,0.004650834,0.002537558,0.0002768975,0.0002794509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009560258,"about_ca_system_score_gemma":0.001198771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001756694,"about_ca_topic_score_gemma":0.00002226608,"domain_scores_codex":[0.997014,0.0001214353,0.0003728917,0.0007787397,0.0008185945,0.0008942651],"domain_scores_gemma":[0.9978164,0.0008676331,0.00007463952,0.0004516777,0.0001557724,0.0006338428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002814065,0.00001877911,0.003325898,0.00005343644,0.00003275084,0.00004766487,0.001767885,0.000007068135,0.0001469783,0.06366662,0.9278288,0.002822639],"study_design_scores_gemma":[0.0008115147,0.0003663653,0.000283391,0.00002524682,0.000001893164,0.000006152434,0.0004027559,0.01186706,0.007687467,0.009246736,0.9690264,0.0002750166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06795438,0.006061886,0.03379364,0.2114179,0.0009777185,0.005495711,0.0002982506,0.002308463,0.6716921],"genre_scores_gemma":[0.32016,0.0005752525,0.06550122,0.01855819,0.002193003,0.001407381,0.000164877,0.0002011572,0.591239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2522056,"threshold_uncertainty_score":0.9987461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244888455","doi":"10.5860/crln.80.11.641","title":"ACRL Annual Report 2018-2019","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Annual report; Political science; Library science; Business; Computer science; History; Accounting","authors":[{"name":"Association of College and Research Libraries","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07026911539652025,"gpt":0.3878687394075329,"spread":0.3175996240110127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002006242,0.0001743727,0.000335477,0.0002540635,0.001412987,0.0004911174,0.0007189403,0.0001715686,0.002404059],"category_scores_gemma":[0.001708571,0.0001537748,0.0001240974,0.001292536,0.001252946,0.002236222,0.0006056099,0.0004492507,0.002835895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000945642,"about_ca_system_score_gemma":0.001947947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003573993,"about_ca_topic_score_gemma":0.00225789,"domain_scores_codex":[0.9956713,0.0006963176,0.0003619664,0.0004914512,0.001560005,0.001218993],"domain_scores_gemma":[0.9974848,0.0009472101,0.00008867566,0.0006907799,0.0003514937,0.0004370197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001010012,0.00007125764,0.03470756,0.00001650323,0.00003492688,0.0001628557,0.01886614,5.882568e-7,0.00003033101,0.07616128,0.8677617,0.002085833],"study_design_scores_gemma":[0.0003362082,0.0001800525,0.008469366,0.00002224734,0.00000372424,0.000006631615,0.07581781,0.000001737846,0.000069432,0.007425151,0.9074858,0.0001818413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2361815,0.001481056,0.000006955713,0.0150234,0.0007790302,0.000901716,0.0001328265,0.0001555714,0.745338],"genre_scores_gemma":[0.5146796,0.0004972305,0.0002418747,0.0006070653,0.0008645225,0.00004275063,0.00002054162,0.00003040565,0.483016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2784981,"threshold_uncertainty_score":0.999887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2948041938","doi":"10.5860/crln.80.6.329","title":"ACRL-SPARC Forum: What we learned about community alignment and equity for emerging scholarly infrastructure","year":2019,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Equity (law); Library science; General partnership; Scholarly communication; Foundation (evidence); Political science; Sociology; Management; Officer; Alliance; Panel discussion; Public relations; Media studies; Publishing; Computer science; Business; Law","authors":[{"name":"Kristen Ratan","is_ca":false},{"name":"Leslie Chan","is_ca":true},{"name":"Ashley Farley","is_ca":false},{"name":"Heather Joseph","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1802264970893935,"gpt":0.4184559610773932,"spread":0.2382294639879998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.007092949,0.0003357878,0.0004507334,0.0007165669,0.002112105,0.0387568,0.007251284,0.0001796401,0.0001347681],"category_scores_gemma":[0.002684392,0.0003053528,0.0001046599,0.001733856,0.0005555307,0.1641525,0.01974201,0.002127978,0.00007184921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128249,"about_ca_system_score_gemma":0.0007669765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000323756,"about_ca_topic_score_gemma":0.0001761491,"domain_scores_codex":[0.9922008,0.00240406,0.0005012032,0.001004247,0.002201511,0.001688171],"domain_scores_gemma":[0.9922969,0.003329847,0.0001957851,0.003175057,0.0004557766,0.000546605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003415364,0.0001449266,0.002709375,0.0005167035,0.0001440089,0.00002460171,0.001726133,0.00002741101,0.0009616238,0.7317186,0.1224287,0.1392564],"study_design_scores_gemma":[0.001553038,0.0008308228,0.002034162,0.0001977521,0.000008030678,0.000006922957,0.01717203,0.00622364,0.001342114,0.1091363,0.8611174,0.0003777497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2018992,0.02361987,0.2380449,0.4301404,0.002818926,0.02080093,0.00058793,0.001195073,0.08089275],"genre_scores_gemma":[0.6967136,0.07009631,0.1598873,0.006173847,0.0005789625,0.001784155,0.0003281815,0.0002567658,0.06418086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7386888,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2467611454","doi":"10.5860/crln.63.5.356","title":"SCHOLARLY COMMUNICATION: ACRL’s new scholarly communication initiative: Addressing a growing crisis","year":2002,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Scholarly communication; Crisis communication; Political science; Scientific communication; Public relations; Sociology; Library science; Media studies; Computer science; Law; Publishing","authors":[{"name":"Ray English","is_ca":false},{"name":"Deborah B. Dancik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.250904716489124,"gpt":0.3503532037528467,"spread":0.09944848726372268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002905713,0.0002889084,0.0003862295,0.0009406915,0.003425626,0.02921878,0.008928751,0.0002333602,0.0005631911],"category_scores_gemma":[0.001378171,0.0002732862,0.0001247332,0.006391027,0.0005057722,0.2638039,0.003786488,0.001705989,0.001177187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660215,"about_ca_system_score_gemma":0.00113474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002574089,"about_ca_topic_score_gemma":0.00001582143,"domain_scores_codex":[0.9932941,0.002178702,0.0009556171,0.000601408,0.002042642,0.0009275983],"domain_scores_gemma":[0.9933552,0.001079598,0.0003133339,0.003600749,0.00102209,0.000629065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001374597,0.0000710079,0.0007770589,0.00003370564,0.00003294262,0.000009846225,0.02171475,0.00001169914,0.0001111415,0.2536604,0.7097055,0.01385816],"study_design_scores_gemma":[0.001307325,0.0002387658,0.001156799,0.0004327832,0.000003690468,0.00004240266,0.02337617,0.01991982,0.001933233,0.02716481,0.9238001,0.0006240912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01757943,0.03906578,0.05640463,0.4008442,0.0008661976,0.003210881,0.00007047848,0.001997836,0.4799606],"genre_scores_gemma":[0.8554228,0.00229026,0.1101434,0.0158024,0.0003879611,0.0002521784,0.00006299239,0.00006439762,0.0155736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8378434,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2175458226","doi":"10.5860/crln.76.10.9396","title":"Just give us 10 minutes!: A curriculum center takes its message on the road","year":2015,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Center (category theory); Curriculum; Psychology; Mathematics education; Computer science; Medical education; Aeronautics; Engineering; Medicine; Pedagogy; Chemistry","authors":[{"name":"Mara L. Houdyshell","is_ca":false},{"name":"Coleen Meyers‐Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3998627989887919,"gpt":0.442500069747886,"spread":0.04263727075909413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002146754,0.000184269,0.0002241289,0.0001955638,0.001459566,0.0006716505,0.001013675,0.0001349885,0.002516758],"category_scores_gemma":[0.00488226,0.0001252909,0.00009697417,0.001366419,0.001451358,0.0007704328,0.0001909069,0.0006482544,0.001251612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164667,"about_ca_system_score_gemma":0.001597891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163075,"about_ca_topic_score_gemma":0.002711541,"domain_scores_codex":[0.9947588,0.002258903,0.0002356894,0.0003969289,0.001444376,0.0009052579],"domain_scores_gemma":[0.9976199,0.0009122821,0.00007250358,0.0004193979,0.0005114402,0.0004645332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000463762,0.0002046066,0.003719288,0.000007474811,0.0000277947,0.000009250727,0.1255674,2.722297e-7,0.000001811028,0.06776126,0.8018848,0.0007696584],"study_design_scores_gemma":[0.0002320964,0.00008196123,0.000932049,0.00001948079,0.000003264234,3.477749e-7,0.410679,0.0000064311,0.00003174236,0.000585866,0.5873324,0.00009535685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05116058,0.002629655,0.000001880335,0.4357632,0.0007619964,0.001088727,0.00005823598,0.0001453556,0.5083904],"genre_scores_gemma":[0.7664648,0.0001084632,0.00006873684,0.001984096,0.001196604,0.0002876731,0.00001109481,0.00002672701,0.2298518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7153042,"threshold_uncertainty_score":0.9998404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294957734","doi":"10.5860/crln.83.8.363","title":"The great PDF debate: Accessible or impossible?","year":2022,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Directory; World Wide Web; Context (archaeology); Set (abstract data type); Object (grammar); Information retrieval; History","authors":[{"name":"Michael W.L. Chee","is_ca":true},{"name":"Kari D. Weaver","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1161599142247183,"gpt":0.3988021024831171,"spread":0.2826421882583988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004403521,0.0002152256,0.0002901001,0.0002512796,0.01419931,0.004789746,0.003660761,0.00009555518,0.01967021],"category_scores_gemma":[0.004508706,0.0001458583,0.0001740248,0.004044729,0.004603416,0.004696667,0.00310013,0.0008690943,0.0004105094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006133534,"about_ca_system_score_gemma":0.005238498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003657419,"about_ca_topic_score_gemma":0.01582178,"domain_scores_codex":[0.9921564,0.002260564,0.0005260578,0.0006421979,0.002799868,0.001614842],"domain_scores_gemma":[0.9933857,0.004811437,0.0001068064,0.0009683016,0.0002811469,0.0004466012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007634282,0.0001877987,0.01066444,0.0000370073,0.00003584521,0.0000554901,0.006027317,0.00000485328,0.000006948619,0.398564,0.5675293,0.01612351],"study_design_scores_gemma":[0.0002568999,0.0002178316,0.0004792947,0.000007019594,0.000003432016,0.000002984515,0.09634017,0.00002152579,0.00008405222,0.1515464,0.7508751,0.0001652946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.129246,0.001439096,0.000003494362,0.02892772,0.0007968788,0.001732198,0.000232883,0.0002914656,0.8373303],"genre_scores_gemma":[0.4392847,0.00029527,0.0001144995,0.0004406549,0.0004143581,0.001179009,0.00002138089,0.00004506272,0.5582051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3100387,"threshold_uncertainty_score":0.9981055,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4242575757","doi":"10.5860/crln.70.6.8210","title":"Grants and Acquisitions","year":2009,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University; Leon Levy Foundation","keywords":"Business","authors":[{"name":"Ann-Christe Galloway","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2408237765668226,"gpt":0.468108022248122,"spread":0.2272842456812994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001543955,0.0001313275,0.0003144318,0.0004582399,0.000524999,0.0001334928,0.0001725531,0.0001537736,0.0008308492],"category_scores_gemma":[0.02293955,0.0001009156,0.00005134629,0.00111639,0.000624482,0.0004946465,0.0001220648,0.0008930432,0.0001610705],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009567018,"about_ca_system_score_gemma":0.006132824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005833116,"about_ca_topic_score_gemma":0.00001145751,"domain_scores_codex":[0.9961449,0.0002794738,0.0002699461,0.0003379555,0.001348214,0.001619505],"domain_scores_gemma":[0.9911331,0.0007762974,0.00002080228,0.0004388713,0.000259228,0.00737172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007807526,0.0002410422,0.0009369518,0.0001244263,0.00001480847,0.0005715586,0.0002764716,3.022523e-8,0.001174246,0.0301082,0.8875672,0.07820431],"study_design_scores_gemma":[0.002893294,0.003151479,0.03116343,0.0002409239,0.0000098368,0.0001414039,0.000993993,0.0001484087,0.001280046,0.02144818,0.9383849,0.0001440891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2149122,0.006108255,0.0001367748,0.5408313,0.0001132386,0.002405444,0.0001101942,0.0002228544,0.2351597],"genre_scores_gemma":[0.9298283,0.003430469,0.002202146,0.03771732,0.0007938232,0.00007620388,0.00005514135,0.00003370212,0.02586282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7149162,"threshold_uncertainty_score":0.9995015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239673163","doi":"10.5860/crln.76.10.9404","title":"Internet Reviews","year":2015,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The Internet; Computer science; World Wide Web; Business","authors":[{"name":"Joni Roberts","is_ca":false},{"name":"Carol A. Drost","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2205446336053155,"gpt":0.4199547381107067,"spread":0.1994101045053911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005182324,0.0001171997,0.0002536656,0.0002509807,0.00399803,0.0003836896,0.0008090634,0.0001623924,0.0009835642],"category_scores_gemma":[0.0002940642,0.00008971777,0.00006481671,0.001207244,0.0009983751,0.001116911,0.00001495663,0.000421714,0.001730525],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003440688,"about_ca_system_score_gemma":0.04189717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1127101,"about_ca_topic_score_gemma":0.5720844,"domain_scores_codex":[0.9950709,0.002370653,0.0003564425,0.0003193596,0.0009317015,0.0009509879],"domain_scores_gemma":[0.9978604,0.0004105583,0.00007622592,0.0004079344,0.000441261,0.0008035944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002079485,0.00004770985,0.0002801991,0.00001639203,0.000002962262,0.000004728107,0.1599023,3.697224e-8,1.446433e-7,0.4856735,0.3535552,0.0004960505],"study_design_scores_gemma":[0.0001628131,0.0001113602,0.00004017596,0.00003291083,0.000001936445,0.000001075575,0.02223472,0.000003503418,0.00004138679,0.02111152,0.9561495,0.0001091042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01790264,0.007441879,0.00003346664,0.006071041,0.001224694,0.001625375,0.00001232617,0.0001021199,0.9655865],"genre_scores_gemma":[0.03042959,0.03237833,0.001943644,0.0004487255,0.003583359,0.00006049305,0.00003260094,0.00003866015,0.9310846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6025943,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230179750","doi":"10.5860/crln.71.6.8395","title":"New Publications","year":2010,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Political science","authors":[{"name":"George M. Eberhαrt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06716545141119476,"gpt":0.3466442406693838,"spread":0.279478789258189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007769266,0.00005332973,0.00009200934,0.0009181678,0.003659713,0.002467897,0.0007928364,0.0001404997,0.02068606],"category_scores_gemma":[0.001911708,0.000068733,0.00005489859,0.001863145,0.001697519,0.001509515,0.0001283552,0.0006441041,0.001116224],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019736,"about_ca_system_score_gemma":0.01298118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4373435,"about_ca_topic_score_gemma":0.9563326,"domain_scores_codex":[0.9982115,0.000207607,0.0001329551,0.0002231862,0.0006844742,0.0005402569],"domain_scores_gemma":[0.9982685,0.0003331836,0.00002607369,0.0004058764,0.0001943731,0.0007719682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002736752,0.000008348591,0.0001387083,0.000001218576,0.000001998602,0.000002100939,0.001679746,1.390059e-8,0.00004299637,0.4803414,0.5125508,0.005229882],"study_design_scores_gemma":[0.00009836905,0.00001244828,0.0009064224,0.000001990851,0.000001401122,5.549202e-7,0.002848253,0.00000134129,0.00001402089,0.03232836,0.9637126,0.00007427806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002920609,0.0003223572,0.00004174322,0.08199792,0.0007222447,0.0003368568,0.00004568729,0.0001397754,0.9134728],"genre_scores_gemma":[0.01589644,0.0002050764,0.002280875,0.000422061,0.001697572,0.00005498867,0.00001181565,0.00001839768,0.9794128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.518989,"threshold_uncertainty_score":0.9996615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245671532","doi":"10.5860/crln.70.6.8208","title":"Internet Reviews","year":2009,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Simon Fraser University","keywords":"Computer science","authors":[{"name":"Joni Roberts","is_ca":false},{"name":"Carol A. Drost","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2006424563009806,"gpt":0.3256379849257954,"spread":0.1249955286248148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007937145,0.0001464419,0.0002623941,0.0003620725,0.0009306841,0.0003116469,0.000753057,0.00005672055,0.009414873],"category_scores_gemma":[0.0002371247,0.0001125346,0.0001153213,0.0002403309,0.001490259,0.001746678,0.00009065279,0.000507037,0.002521923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242446,"about_ca_system_score_gemma":0.0002147952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331728,"about_ca_topic_score_gemma":0.0004818749,"domain_scores_codex":[0.9980447,0.0002394545,0.0003047315,0.0003430028,0.0005371034,0.0005309528],"domain_scores_gemma":[0.9991108,0.0001197903,0.00005591872,0.0003721208,0.0001322642,0.0002091448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002659927,0.00002945705,0.000004091825,0.000007665919,0.00000156615,0.00001391191,0.00728507,1.773771e-8,0.0000480732,0.3395841,0.6387944,0.01420497],"study_design_scores_gemma":[0.0001334084,0.00031727,0.00003348116,0.00004148789,0.000002132843,0.000001939369,0.001763866,0.00001108249,0.00008156462,0.01051291,0.9869547,0.0001461839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004937744,0.02457372,0.00000474337,0.007373594,0.0009103953,0.0005506743,0.0000213212,0.0001368406,0.961491],"genre_scores_gemma":[0.1311436,0.0007988724,0.0003635857,0.004301585,0.001427935,0.00003932993,0.0000147882,0.00001726268,0.8618931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3481602,"threshold_uncertainty_score":0.9982547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3162388440","doi":"10.5860/crln.82.5.225","title":"Catalyzing research, building capacity: Research grants and the academic library","year":2021,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Political science; Value (mathematics); Academic library; Coronavirus disease 2019 (COVID-19); Raising (metalworking); Public relations; Sociology; Engineering; Medicine","authors":[{"name":"Christine Walde","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3122204945071278,"gpt":0.435009927260654,"spread":0.1227894327535262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","sts","scholarly_communication","open_science"],"category_scores_codex":[0.0423331,0.0003796556,0.0006058315,0.002550969,0.006030801,0.02270491,0.01205207,0.0002869559,0.0001390297],"category_scores_gemma":[0.02975504,0.0002910825,0.0001361405,0.01537016,0.007264864,0.07798552,0.03623244,0.00916211,0.0002185728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001928618,"about_ca_system_score_gemma":0.00341926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000813808,"about_ca_topic_score_gemma":0.0001370489,"domain_scores_codex":[0.9647539,0.02092526,0.0008435833,0.002331723,0.007480657,0.003664885],"domain_scores_gemma":[0.9607633,0.031734,0.0001438502,0.004861966,0.001456238,0.001040586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002335577,0.00007327031,0.0006174127,0.000154068,0.0000759696,0.0008301474,0.001197224,0.000001960719,0.0008148202,0.8137176,0.1748329,0.007451043],"study_design_scores_gemma":[0.001673632,0.0001561901,0.0006022444,0.0002354511,0.000005977444,0.000105853,0.005790997,0.002843433,0.01092289,0.2592815,0.7180465,0.0003352584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1148914,0.04492963,0.01322826,0.5914623,0.001135386,0.008095508,0.0003140837,0.001138455,0.2248049],"genre_scores_gemma":[0.6878073,0.1026646,0.07361504,0.002789795,0.002655833,0.00252354,0.0001555285,0.0003930444,0.1273954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5886725,"threshold_uncertainty_score":0.9999541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241490857","doi":"10.5860/crln.64.8.518","title":"ACRL Board of Directors’ actions, June 2003: Highlights of the Board’s Annual Conference meetings","year":2003,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Editorial board; Political science; Annual report; Library science; Management; Accounting; Business; Computer science; Economics","authors":[{"name":"American Library Association","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05800565910800452,"gpt":0.2928812002762806,"spread":0.2348755411682761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001056943,0.00017687,0.0003521106,0.0003624124,0.0005838362,0.0005666618,0.002938184,0.0001037344,0.0001610413],"category_scores_gemma":[0.0009773629,0.0001184608,0.00009984248,0.004671386,0.001113165,0.009970558,0.0007722658,0.0003081632,0.00005653379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003768724,"about_ca_system_score_gemma":0.002397323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002586023,"about_ca_topic_score_gemma":0.00003776529,"domain_scores_codex":[0.9960406,0.0007722071,0.0007236085,0.0003728177,0.001517563,0.0005732073],"domain_scores_gemma":[0.9965623,0.0003825151,0.0003353474,0.001179344,0.001328205,0.0002122965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001420391,0.00004850813,0.00107501,0.00004793021,0.00001381522,0.000001494938,0.007634712,0.000005085785,0.0004356273,0.6446798,0.3456721,0.0003716516],"study_design_scores_gemma":[0.0002866487,0.0001209694,0.0008364356,0.00007975486,0.000001381013,0.000004977234,0.005907924,0.0005525716,0.06700458,0.002157945,0.9228982,0.0001486212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1843481,0.001989422,0.00726194,0.04016631,0.008671746,0.003893929,0.000356697,0.0004780648,0.7528338],"genre_scores_gemma":[0.941375,0.0001816289,0.005043488,0.0003893851,0.0001212572,0.00007215229,0.00000355332,0.00001684766,0.05279674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7570269,"threshold_uncertainty_score":0.7228414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313579673","doi":"10.5860/crln.84.1.43","title":"Internet Reviews","year":2023,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Johns Hopkins University","keywords":"Computer science","authors":[{"name":"Joni Roberts","is_ca":false},{"name":"Carol A. Drost","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1917679757740841,"gpt":0.3759700240581154,"spread":0.1842020482840313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002249828,0.00006901607,0.0001836117,0.001136915,0.001798694,0.001270003,0.0007118743,0.0001027062,0.006298235],"category_scores_gemma":[0.002048443,0.0000819132,0.00009322714,0.003100124,0.001755376,0.0008489129,0.0002465584,0.0003516307,0.009447175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441547,"about_ca_system_score_gemma":0.002362419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2331467,"about_ca_topic_score_gemma":0.7300478,"domain_scores_codex":[0.9972936,0.000867726,0.0002128921,0.00026278,0.0006727282,0.000690306],"domain_scores_gemma":[0.9988068,0.0003734609,0.00003405772,0.0003062972,0.00008865271,0.0003906747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007878782,0.000007200278,0.0001159485,0.0000155458,0.000003304714,0.00004043574,0.005654857,5.487303e-8,0.000005086953,0.236908,0.7493249,0.007916873],"study_design_scores_gemma":[0.00008566468,0.00002605443,0.0002812269,0.00002802105,0.000001604673,3.291312e-7,0.005341315,0.000006710723,0.000005418698,0.0081523,0.9859831,0.00008823958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00482313,0.00652789,0.000008034109,0.02744554,0.000970683,0.0009126534,0.00006918635,0.0003245615,0.9589183],"genre_scores_gemma":[0.006269183,0.010144,0.0001028722,0.0005733168,0.0008081918,0.0001419055,0.00001959306,0.00002169782,0.9819192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4969011,"threshold_uncertainty_score":0.9997668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392566819","doi":"10.5860/crln.85.3.47","title":"Ask Us Anything: Engaging Library Staff in Ongoing Change","year":2024,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Ask price; Public relations; Business; Political science","authors":[{"name":"Susan Bond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1227548732071595,"gpt":0.38447238951642,"spread":0.2617175163092605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002342753,0.0001705641,0.0002174744,0.001320104,0.001428094,0.004673173,0.00111014,0.0001554234,0.002564737],"category_scores_gemma":[0.0006466096,0.0001564256,0.00008887082,0.005624578,0.0007788367,0.08862744,0.0005862976,0.0009733575,0.0005001266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085489,"about_ca_system_score_gemma":0.002466426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011226,"about_ca_topic_score_gemma":0.0001136102,"domain_scores_codex":[0.9956154,0.0009794288,0.0004672208,0.0004574486,0.001326484,0.001154051],"domain_scores_gemma":[0.9978644,0.00127943,0.0000440948,0.0003484455,0.00005713995,0.000406536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002732095,0.00004170886,0.004675904,0.00008959443,0.000007252798,0.000159783,0.1045796,0.000002345823,0.00001523514,0.6980515,0.1610518,0.03129797],"study_design_scores_gemma":[0.0001401847,0.00006058995,0.001207863,0.0002165396,0.000001003448,0.000001690443,0.05236099,0.00123393,0.0001492939,0.0138958,0.9305472,0.0001848613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2148163,0.005986192,0.00002075365,0.09912131,0.001523912,0.001582072,0.0001146429,0.001008508,0.6758264],"genre_scores_gemma":[0.9243644,0.002337922,0.002058558,0.005602119,0.002706948,0.0003028184,0.00007927702,0.0000708634,0.06247713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7694954,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253658384","doi":"10.5860/crln.63.9.682","title":"CLASSIFIED Ads","year":2002,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"American Library Association","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.201742174824396,"gpt":0.2894161914718899,"spread":0.08767401664749386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004546315,0.0002096853,0.0002524885,0.0006036761,0.0008626629,0.001608068,0.0008104429,0.0001286379,0.07092168],"category_scores_gemma":[0.001056008,0.0001571163,0.0001113307,0.002038715,0.0004364078,0.004346654,0.0007789327,0.0005716817,0.01157627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004185707,"about_ca_system_score_gemma":0.00006064811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003145694,"about_ca_topic_score_gemma":0.000116737,"domain_scores_codex":[0.9975986,0.00006092843,0.0003153807,0.0004603979,0.0007573173,0.0008073938],"domain_scores_gemma":[0.9987361,0.0002723281,0.00005795663,0.0005441602,0.0003374771,0.00005196349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009034281,0.00009563421,0.0002782892,0.00004958605,0.00001453357,0.00003097868,0.00008715493,2.293606e-7,0.0001930191,0.06856161,0.9211416,0.009457087],"study_design_scores_gemma":[0.0004371891,0.00004534407,0.0001800492,0.00002431223,0.00000570531,0.000001611538,0.0005605174,0.02511558,0.0002850559,0.0132905,0.9598328,0.0002212781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01080166,0.001048349,0.00004266971,0.01259337,0.0004221923,0.0005062332,0.000007607557,0.0002906818,0.9742872],"genre_scores_gemma":[0.8335702,0.0001189165,0.0001282477,0.003380412,0.002574945,0.00007950031,0.00001664319,0.00005888163,0.1600723],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8227685,"threshold_uncertainty_score":0.9994283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403065077","doi":"10.5860/crln.85.9.361","title":"Meet Us in Minneapolis! The Bold North has Much to Offer","year":2024,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Political science","authors":[{"name":"Lindsay Matts-Benson","is_ca":false},{"name":"Maggie Snow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1875043670032187,"gpt":0.336839777189934,"spread":0.1493354101867153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004886035,0.0001210414,0.0001353036,0.0001133552,0.0007486577,0.000856768,0.0006339129,0.00005137765,0.0008971072],"category_scores_gemma":[0.0005295469,0.00004179246,0.00004913734,0.004745579,0.0003778374,0.0005004817,0.0005397808,0.000280309,0.0003948829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007375362,"about_ca_system_score_gemma":0.0002159692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345792,"about_ca_topic_score_gemma":0.01561006,"domain_scores_codex":[0.9982051,0.0001822029,0.000222908,0.0003548218,0.000548611,0.0004863763],"domain_scores_gemma":[0.9982377,0.001335587,0.00001459011,0.0001165156,0.0001948767,0.0001007797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002334087,0.00006291747,0.01008258,0.000007905711,0.0000151458,0.00001528008,0.0007339615,0.000002192059,0.000582874,0.1220573,0.863161,0.003255523],"study_design_scores_gemma":[0.00003546144,0.00009607269,0.1103321,0.00002312193,0.000001741766,0.000001461188,0.004891155,0.0000262505,0.0002397222,0.004974199,0.8792847,0.00009394588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7709844,0.00078334,3.357463e-7,0.2072475,0.0003409882,0.0005269534,0.0003141641,0.00005697945,0.01974544],"genre_scores_gemma":[0.9779247,0.00006403884,0.0001100895,0.001551647,0.0006715366,0.00028257,0.00006494627,0.000002298615,0.0193282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2069403,"threshold_uncertainty_score":0.9822694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405032367","doi":"10.5860/crln.85.11.473","title":"From Book Space to People Space: Using Oral History to Celebrate and Reflect on a Major Milestone Anniversary in an Academic Library","year":2024,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Cuban History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Milestone; Space (punctuation); Library science; Academic library; Computer science; History; Archaeology; Operating system","authors":[{"name":"Jesse Carliner","is_ca":false},{"name":"Tys Klumpenhouwer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1186248883697566,"gpt":0.3951296312912818,"spread":0.2765047429215253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009970873,0.0002293947,0.0003611421,0.0006790502,0.0008388535,0.0003959024,0.0006328775,0.0003355368,0.001440473],"category_scores_gemma":[0.0002967244,0.0002488785,0.00008032257,0.002069844,0.0006503321,0.00363512,0.000463225,0.001192673,0.0001353902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299676,"about_ca_system_score_gemma":0.003240326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00757349,"about_ca_topic_score_gemma":0.007378911,"domain_scores_codex":[0.9958696,0.001320781,0.0002635327,0.0008568811,0.0008133559,0.0008758395],"domain_scores_gemma":[0.9978936,0.0007733235,0.00003150108,0.0003835848,0.00004643074,0.0008715034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000428731,0.00005008194,0.001728416,0.00003883124,0.00001474176,0.0002355241,0.1529412,0.00001479175,0.00258569,0.02633174,0.8151555,0.0004747369],"study_design_scores_gemma":[0.0002639731,0.0002700752,0.001240936,0.0001794038,0.000007803448,8.923096e-7,0.03205426,0.0002376108,0.0002218471,0.002431684,0.9627897,0.0003018067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395226,0.01243342,0.00001644436,0.02677786,0.0006745741,0.001166263,0.0001698107,0.000277957,0.01896105],"genre_scores_gemma":[0.6910212,0.002326375,0.008905801,0.01016949,0.003280642,0.0002469193,0.00008241,0.0002824576,0.2836847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2647237,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403065091","doi":"10.5860/crln.85.9.371","title":"Transfer Student Belonging and Success: An Ongoing Assessment Project","year":2024,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Computer science; Mathematics education; Medical education; Psychology; Medicine","authors":[{"name":"Kimberly Larsen","is_ca":true},{"name":"Jonas Zabriskie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1114978794183548,"gpt":0.5111820194249143,"spread":0.3996841400065594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004027604,0.0001380653,0.0001756223,0.0004170259,0.001999103,0.004279831,0.0005536001,0.0001079609,0.0007783091],"category_scores_gemma":[0.0004390282,0.0001284985,0.00004118413,0.001817919,0.0007008329,0.006534938,0.0001591943,0.0008256323,0.00004267472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117321,"about_ca_system_score_gemma":0.004420308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00348194,"about_ca_topic_score_gemma":0.002292827,"domain_scores_codex":[0.9948434,0.002314225,0.0002486123,0.0005550944,0.001361719,0.0006769449],"domain_scores_gemma":[0.9971315,0.002130573,0.00002073312,0.0002697682,0.0001568632,0.0002905797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003309013,0.0002063178,0.02637861,0.0001438156,0.00007691951,0.00009604981,0.1761504,0.000008236694,0.0001894637,0.7578517,0.02374929,0.01511617],"study_design_scores_gemma":[0.0001290563,0.0001477329,0.006449834,0.00008365338,0.00001112353,0.000002014078,0.1089111,0.0001311886,0.00006167665,0.0009839318,0.8829346,0.0001541233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8256506,0.003345222,0.0001801756,0.05339069,0.0007540152,0.001387092,0.00001985805,0.0004887462,0.1147836],"genre_scores_gemma":[0.9750578,0.0007581302,0.001762358,0.000176653,0.0007108583,0.0002308905,0.00001012291,0.00004028159,0.02125289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8591853,"threshold_uncertainty_score":0.9993002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396218081","doi":"10.5860/crln.85.3.95","title":"Ask Us Anything: Engaging Library Staff in Ongoing Change","year":2024,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ask price; Library science; Public relations; Political science; Business; Computer science","authors":[{"name":"Susan Bond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1227548732071595,"gpt":0.38447238951642,"spread":0.2617175163092605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002342753,0.0001705641,0.0002174744,0.001320104,0.001428094,0.004673173,0.00111014,0.0001554234,0.002564737],"category_scores_gemma":[0.0006466096,0.0001564256,0.00008887082,0.005624578,0.0007788367,0.08862744,0.0005862976,0.0009733575,0.0005001266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085489,"about_ca_system_score_gemma":0.002466426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011226,"about_ca_topic_score_gemma":0.0001136102,"domain_scores_codex":[0.9956154,0.0009794288,0.0004672208,0.0004574486,0.001326484,0.001154051],"domain_scores_gemma":[0.9978644,0.00127943,0.0000440948,0.0003484455,0.00005713995,0.000406536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002732095,0.00004170886,0.004675904,0.00008959443,0.000007252798,0.000159783,0.1045796,0.000002345823,0.00001523514,0.6980515,0.1610518,0.03129797],"study_design_scores_gemma":[0.0001401847,0.00006058995,0.001207863,0.0002165396,0.000001003448,0.000001690443,0.05236099,0.00123393,0.0001492939,0.0138958,0.9305472,0.0001848613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2148163,0.005986192,0.00002075365,0.09912131,0.001523912,0.001582072,0.0001146429,0.001008508,0.6758264],"genre_scores_gemma":[0.9243644,0.002337922,0.002058558,0.005602119,0.002706948,0.0003028184,0.00007927702,0.0000708634,0.06247713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7694954,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248963703","doi":"10.5860/crln.70.2.8136","title":"Internet Reviews","year":2009,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Joni Roberts","is_ca":false},{"name":"Carol A. Drost","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2515556245166444,"gpt":0.4753513303473015,"spread":0.2237957058306571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002666341,0.0001834435,0.0005403122,0.0002445567,0.004854938,0.00004203499,0.0006230165,0.0002601394,0.005560864],"category_scores_gemma":[0.00153535,0.0001415443,0.0001018969,0.0007877657,0.0002325706,0.000380172,0.0007018165,0.001472469,0.005854161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921599,"about_ca_system_score_gemma":0.001037655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000924453,"about_ca_topic_score_gemma":0.005363077,"domain_scores_codex":[0.9945219,0.001817862,0.0006858767,0.0004050108,0.0003480903,0.002221276],"domain_scores_gemma":[0.9977757,0.0009519837,0.0001200557,0.0005790849,0.0003118253,0.0002613986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001276995,0.00006664178,0.003561009,0.00007287219,0.00001260788,0.00003389213,0.01323264,7.377249e-8,0.00001913074,0.106455,0.8723103,0.00410805],"study_design_scores_gemma":[0.0004515173,0.0005773817,0.00300669,0.00007945625,0.000003845294,0.000001795808,0.01784468,0.00001405024,0.00001803993,0.009360861,0.9685088,0.0001328883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02602558,0.0121864,0.00009002336,0.04630494,0.001271406,0.005026683,0.00004994767,0.0002135984,0.9088314],"genre_scores_gemma":[0.296672,0.01474615,0.003279299,0.03749402,0.004103061,0.001876603,0.00008825924,0.0001033001,0.6416373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2706464,"threshold_uncertainty_score":0.9964406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}