{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01810086,0.0002439047,0.0003379408,0.004164531,0.008866891,0.009156479,0.002135098,0.002496977,0.005517866],"category_scores_gemma":[0.05170553,0.0006237589,0.0003043805,0.005118989,0.002603793,0.005110964,0.005333106,0.00173329,0.002425287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009299344,"about_ca_system_score_gemma":0.03221281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05271377,"about_ca_topic_score_gemma":0.1725982,"domain_scores_codex":[0.9889932,0.004576616,0.0009021005,0.0007114261,0.003040523,0.001775948],"domain_scores_gemma":[0.9309642,0.01988199,0.00634547,0.004651783,0.01646139,0.02169511],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004572538,0.001111155,0.5365705,0.0006203818,0.00008151993,0.001201872,0.1052842,0.0003956292,0.002423724,0.003598017,0.07537799,0.2728777],"study_design_scores_gemma":[0.00006422493,0.0009941572,0.4536224,0.0009003698,0.0001276699,0.0008889524,0.3415465,0.001835468,0.002414421,0.00319085,0.1942663,0.0001486522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487848,0.0008214356,0.0008299588,0.02861582,0.00009533469,0.0002269773,0.0004692168,0.0003322618,0.01982406],"genre_scores_gemma":[0.9759012,0.001430157,0.00898092,0.006009323,0.00007639879,0.0002414715,0.0008183948,0.00009597134,0.006445977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9818991,"threshold_uncertainty_score":0.1048139,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.308318,0.002672766,0.007074416,0.01347743,0.01006815,0.0304987,0.00783893,0.01841012,0.01284547],"category_scores_gemma":[0.7758822,0.002308463,0.003437748,0.007847572,0.02451462,0.0168668,0.009450501,0.03083776,0.006545042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01663592,"about_ca_system_score_gemma":0.1030311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00471073,"about_ca_topic_score_gemma":0.006176814,"domain_scores_codex":[0.5978684,0.2294396,0.06225942,0.01334684,0.09281709,0.004268604],"domain_scores_gemma":[0.1100929,0.5009139,0.03725568,0.03994249,0.2958529,0.0159421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003949185,0.0001747032,0.001531803,0.02684593,0.0006286501,0.001010343,0.02197797,0.0003544951,0.00109721,0.05699779,0.6964449,0.1925414],"study_design_scores_gemma":[0.0004531887,0.0002107196,0.002262891,0.09317211,0.0005631678,0.001039182,0.01242506,0.002093536,0.001362275,0.256246,0.6295712,0.0006006776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001926833,0.04018938,0.03898607,0.8023713,0.09464382,0.007298782,0.0005311197,0.0007947407,0.0132579],"genre_scores_gemma":[0.1129012,0.08363775,0.390163,0.2541962,0.103664,0.03468024,0.0009877696,0.00180907,0.01796081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.308318,"threshold_uncertainty_score":0.8529671,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01290331,0.001235977,0.001127124,0.006023727,0.004255068,0.01792229,0.003720814,0.008491869,0.02937567],"category_scores_gemma":[0.01739728,0.0009913301,0.001764189,0.007232326,0.01411474,0.01712382,0.007001932,0.008381437,0.008285327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005893281,"about_ca_system_score_gemma":0.004708317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381887,"about_ca_topic_score_gemma":0.002341802,"domain_scores_codex":[0.9872248,0.007541728,0.0007442413,0.0008258957,0.00286364,0.0007996509],"domain_scores_gemma":[0.9884554,0.00859294,0.0006751854,0.0007194248,0.001127271,0.0004296665],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003343027,0.000007402251,0.00009168625,0.00006351442,0.000002282422,0.00003570336,0.0001831449,0.0001761821,0.00001657177,0.9854688,0.00654166,0.007409657],"study_design_scores_gemma":[0.000007661492,0.00001858805,0.0001696528,0.000567338,0.000008786834,0.0002700977,0.0004458218,0.001407151,0.00008116505,0.6019924,0.3950049,0.0000263535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002593948,0.050816,0.2335772,0.06232234,0.004318738,0.0005689451,0.001419736,0.0005718407,0.6438113],"genre_scores_gemma":[0.3256635,0.1120195,0.3560344,0.03104688,0.01999957,0.004302897,0.002383372,0.0009642607,0.1475858],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9915081,"threshold_uncertainty_score":0.09827143,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.01001031,0.000436401,0.0008069986,0.01635196,0.02332029,0.02360041,0.003311565,0.002421612,0.01099374],"category_scores_gemma":[0.02897752,0.0004853128,0.0005179131,0.05746734,0.01464373,0.007444729,0.00736471,0.002710298,0.000490118],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2438191,"about_ca_system_score_gemma":0.4274775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904542,"about_ca_topic_score_gemma":0.9942839,"domain_scores_codex":[0.9820318,0.002081245,0.0009653727,0.0008066591,0.009717817,0.004397087],"domain_scores_gemma":[0.954577,0.01125089,0.004265762,0.001030694,0.01821882,0.01065681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000203112,0.0002162069,0.07327501,0.00240314,0.0001017293,0.001326147,0.1373628,0.0007996692,0.0003162974,0.2461741,0.05792977,0.4798922],"study_design_scores_gemma":[0.00005449187,0.00006618938,0.1911392,0.00349164,0.0001368116,0.000675428,0.2272667,0.001198472,0.0005270044,0.02496037,0.5502024,0.0002812449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2569064,0.225837,0.001923329,0.1829419,0.001062866,0.0003651307,0.001857729,0.0002016498,0.328904],"genre_scores_gemma":[0.8589246,0.109513,0.002083501,0.003705963,0.0002773498,0.000101557,0.000449988,0.00008468993,0.02485925],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9966884,"threshold_uncertainty_score":0.8770627,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004095294,0.0006175101,0.0005922452,0.002707672,0.009126499,0.008365551,0.00117061,0.003075238,0.009781358],"category_scores_gemma":[0.004426152,0.0003939981,0.0004446615,0.006852891,0.004318851,0.0144919,0.00384208,0.002188865,0.001505053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009662895,"about_ca_system_score_gemma":0.02541001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1620022,"about_ca_topic_score_gemma":0.1912725,"domain_scores_codex":[0.9975916,0.0005631087,0.0001641835,0.0002208476,0.0007590575,0.0007012017],"domain_scores_gemma":[0.9957287,0.0004364254,0.0004920217,0.0002956566,0.001078376,0.00196881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001525526,0.0002033095,0.1512579,0.002128829,0.0001188478,0.001385614,0.0687802,0.0004129142,0.001373668,0.02532552,0.3008177,0.448043],"study_design_scores_gemma":[0.00003377179,0.0002127218,0.2012505,0.001356153,0.0001091156,0.0007966118,0.09839059,0.000465976,0.001072954,0.006594192,0.6895223,0.0001950601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1936179,0.09910783,0.0009579188,0.6072009,0.004613256,0.0001330921,0.0007741153,0.0003511535,0.09324387],"genre_scores_gemma":[0.7340132,0.09465228,0.001718678,0.09630423,0.002942563,0.0001365123,0.0007961655,0.0001425176,0.06929386],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1620022,"threshold_uncertainty_score":0.3221185,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05061862,0.001117947,0.0008989974,0.005026523,0.02507947,0.02924829,0.005582354,0.007744734,0.01903737],"category_scores_gemma":[0.07408986,0.00146433,0.0008348166,0.002550499,0.01440335,0.03599874,0.06410033,0.009486179,0.008369421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007906177,"about_ca_system_score_gemma":0.04249158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003004857,"about_ca_topic_score_gemma":0.006406893,"domain_scores_codex":[0.9340513,0.05040793,0.001557168,0.003025617,0.005949411,0.005008521],"domain_scores_gemma":[0.9023423,0.028854,0.005350955,0.008000612,0.009901099,0.04555108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008560554,0.001164319,0.009550968,0.0009193279,0.0000579792,0.002299411,0.3084129,0.0003213962,0.001338398,0.05000909,0.1281342,0.4977064],"study_design_scores_gemma":[0.0001013662,0.0002722951,0.002137219,0.001463834,0.00002866438,0.0008673003,0.3021158,0.0005267767,0.0008693067,0.06443775,0.6270953,0.00008442504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09305399,0.00842249,0.08726749,0.5622169,0.003014155,0.002102755,0.00009332729,0.003492096,0.2403369],"genre_scores_gemma":[0.6946672,0.007770018,0.1417067,0.06093781,0.001032149,0.002629419,0.0002184432,0.0008204485,0.09021787],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05061862,"threshold_uncertainty_score":0.2677,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007997125,0.0005757835,0.0006928213,0.003453996,0.01957537,0.03076741,0.004004005,0.009758477,0.01432491],"category_scores_gemma":[0.01737469,0.0006115909,0.0008582686,0.004097543,0.07817536,0.05863623,0.01547249,0.01166268,0.001365452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070585,"about_ca_system_score_gemma":0.008486515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139841,"about_ca_topic_score_gemma":0.01465929,"domain_scores_codex":[0.9921708,0.005121406,0.0001479496,0.00061416,0.0007501438,0.001195487],"domain_scores_gemma":[0.9892251,0.005466003,0.0008342177,0.0007566636,0.001550763,0.002167348],"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":[0.00004679213,0.0000202266,0.0008193682,0.00006395859,0.000009369061,0.0001109165,0.03755363,0.0004083647,0.00006254048,0.9455553,0.01047081,0.004878782],"study_design_scores_gemma":[0.00002230376,0.00002193328,0.0005757811,0.0001453481,0.00001453268,0.00007542358,0.1137749,0.0005103123,0.0001340127,0.8079125,0.07678267,0.00003030781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1054881,0.005729886,0.02187585,0.5052819,0.00138071,0.00004235979,0.0001303049,0.0001376761,0.3599332],"genre_scores_gemma":[0.9744108,0.001303012,0.002318914,0.01109535,0.0007087078,0.00005317686,0.00003937658,0.0001312682,0.009939509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9692326,"threshold_uncertainty_score":0.07767671,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005058957,0.000466403,0.0002964386,0.001185738,0.007675064,0.004827815,0.002707061,0.001599796,0.01070151],"category_scores_gemma":[0.01046797,0.0004610087,0.0005092145,0.0006194731,0.001387355,0.003681203,0.006202742,0.002224498,0.003018909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002856811,"about_ca_system_score_gemma":0.005350164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818753,"about_ca_topic_score_gemma":0.0113647,"domain_scores_codex":[0.9967128,0.001889852,0.00009845277,0.0002725135,0.0005386492,0.0004876864],"domain_scores_gemma":[0.993166,0.001753983,0.0003214257,0.0004228475,0.0007771453,0.003558596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000418294,0.006752389,0.01285501,0.0005595898,0.00002795514,0.001429186,0.08771199,0.0001717121,0.004825013,0.002862082,0.1102937,0.7720931],"study_design_scores_gemma":[0.0002714993,0.002959985,0.06660593,0.001289625,0.00006949166,0.002902611,0.08593018,0.001250778,0.01295217,0.004678924,0.8208127,0.0002760742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7886914,0.001895105,0.02107924,0.03883725,0.002039317,0.002244262,0.0002193424,0.002860365,0.1421338],"genre_scores_gemma":[0.8770021,0.001299325,0.05611375,0.01216286,0.0006316702,0.001868358,0.0003050962,0.0002896054,0.05032723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070151,"threshold_uncertainty_score":0.0358001,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006837985,0.0004544888,0.0005302203,0.004297507,0.00335262,0.01156148,0.002464498,0.003095388,0.05450329],"category_scores_gemma":[0.01369761,0.0008577454,0.0006940491,0.004910536,0.003023677,0.0175535,0.01220913,0.002512591,0.0259291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004594611,"about_ca_system_score_gemma":0.00818676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001403,"about_ca_topic_score_gemma":0.03963722,"domain_scores_codex":[0.9936085,0.001568333,0.0004523073,0.0005957646,0.002770371,0.001004724],"domain_scores_gemma":[0.987784,0.002596438,0.0003628797,0.002597512,0.003612295,0.003046876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000311441,0.000311242,0.004386902,0.0005587388,0.00001769924,0.0009858568,0.01817469,0.0006553887,0.008881236,0.114159,0.2488591,0.6026986],"study_design_scores_gemma":[0.00003960599,0.00007779624,0.002947611,0.0001391855,0.00001035698,0.0006672787,0.003430532,0.001314063,0.001232005,0.006951301,0.9831256,0.00006459827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05352293,0.004562128,0.2205842,0.02696208,0.001226732,0.002393077,0.002156835,0.05094859,0.6376435],"genre_scores_gemma":[0.214701,0.003603022,0.1652078,0.00617468,0.000928176,0.001712849,0.005354008,0.007641061,0.5946774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05450329,"threshold_uncertainty_score":0.1823317,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0164413,0.00149672,0.001438932,0.01127572,0.006748358,0.03012363,0.003675557,0.005450275,0.1524923],"category_scores_gemma":[0.08498824,0.00136134,0.000819618,0.0170173,0.004124429,0.03554154,0.02393499,0.005330367,0.1590926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726051,"about_ca_system_score_gemma":0.01277665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891736,"about_ca_topic_score_gemma":0.005465155,"domain_scores_codex":[0.9865709,0.00463063,0.001231483,0.00058506,0.006192689,0.0007893103],"domain_scores_gemma":[0.9388955,0.01820851,0.004563345,0.009399902,0.0112554,0.01767733],"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":[0.0000164678,0.00007756634,0.0004207142,0.0003509648,0.000006879245,0.0001416096,0.001187839,0.00005681752,0.0002841662,0.007083858,0.7077911,0.282582],"study_design_scores_gemma":[0.00001294529,0.00001829681,0.0003362916,0.0003278789,0.000005206084,0.0001282382,0.001274286,0.00005901097,0.0001554501,0.004639725,0.9930161,0.00002646567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.005369399,0.01968933,0.04464079,0.1811758,0.0161145,0.002035692,0.006383163,0.01823283,0.7063586],"genre_scores_gemma":[0.03261529,0.05294297,0.2463044,0.03469275,0.01948578,0.003266437,0.01298011,0.00932023,0.588392],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9963244,"threshold_uncertainty_score":0.5101376,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01077881,0.0002718974,0.0004135301,0.003087115,0.02406579,0.01600933,0.001404594,0.001438663,0.005956606],"category_scores_gemma":[0.01182319,0.0004136462,0.0002915273,0.00282738,0.04564662,0.01215281,0.01469501,0.003470999,0.0004138655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0139848,"about_ca_system_score_gemma":0.01391317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1482468,"about_ca_topic_score_gemma":0.2185065,"domain_scores_codex":[0.9895404,0.008494524,0.0001606486,0.0003032082,0.0005671761,0.0009340591],"domain_scores_gemma":[0.9904593,0.005873932,0.0008457627,0.0005836883,0.00080168,0.001435625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000532968,0.00001238963,0.001462595,0.00001904295,0.000001715578,0.00008326152,0.9873381,0.000007906273,0.00004234699,0.008287624,0.0002681302,0.002471454],"study_design_scores_gemma":[0.000001326238,0.000005384399,0.001904568,0.00005249354,0.000002917973,0.00002427347,0.9874818,0.00001627574,0.00004667265,0.002033734,0.008425011,0.000005407978],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8636431,0.001605466,0.001412247,0.01561125,0.00007466299,0.00003771757,0.00002561498,0.00003097306,0.117559],"genre_scores_gemma":[0.9963342,0.0003823816,0.0001967805,0.000306956,0.00001064112,0.00001415435,0.000005177425,0.00001484578,0.002734858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1482468,"threshold_uncertainty_score":0.2947677,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001719523,0.0005436979,0.0004294235,0.001129951,0.007265552,0.01576041,0.001419324,0.00314926,0.01710582],"category_scores_gemma":[0.00338572,0.0004030225,0.000434971,0.0008898629,0.02076364,0.02159288,0.01053764,0.005907313,0.003833011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004743338,"about_ca_system_score_gemma":0.004534149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008090787,"about_ca_topic_score_gemma":0.01503737,"domain_scores_codex":[0.9983975,0.0007663075,0.00004453975,0.0002003613,0.0002370003,0.0003542672],"domain_scores_gemma":[0.9984905,0.0003632739,0.00008162164,0.0002145832,0.000155012,0.0006950704],"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":[0.00006923949,0.000077668,0.0009104334,0.0002108547,0.0000102112,0.000293293,0.03839628,0.000265573,0.000255924,0.8306332,0.07590518,0.05297219],"study_design_scores_gemma":[0.00001985019,0.000036204,0.0006121104,0.0004050279,0.000008040251,0.0002605326,0.06897551,0.0001910684,0.0001321639,0.2451871,0.6841441,0.00002825304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03674917,0.04049342,0.01127664,0.1942309,0.004757179,0.00004279532,0.0003448064,0.0003762531,0.711729],"genre_scores_gemma":[0.7786394,0.02493248,0.005198107,0.01350972,0.001453179,0.0001437738,0.0002724644,0.0003180096,0.1755328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01710582,"threshold_uncertainty_score":0.05722469,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02733904,0.0004248397,0.0005040541,0.002632535,0.01311058,0.01183723,0.002603388,0.001973046,0.01077738],"category_scores_gemma":[0.03678769,0.0006086833,0.0005465486,0.003190023,0.005160553,0.01230728,0.02288016,0.002758286,0.00263629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004042602,"about_ca_system_score_gemma":0.02174721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006535716,"about_ca_topic_score_gemma":0.009962906,"domain_scores_codex":[0.9764361,0.01491028,0.0008059284,0.001944268,0.00399332,0.001910056],"domain_scores_gemma":[0.9553974,0.01225809,0.002004415,0.006300913,0.005595582,0.01844371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003242611,0.0009883452,0.02523302,0.0004430607,0.0001985926,0.004492564,0.1877033,0.004426217,0.006753956,0.1284942,0.08162318,0.5593194],"study_design_scores_gemma":[0.000203103,0.0007376779,0.01105111,0.0006662413,0.0001037758,0.001261738,0.2131111,0.008928618,0.003713222,0.08533023,0.6745808,0.0003124493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4374689,0.001989944,0.2637726,0.03342028,0.0009057258,0.00261511,0.0002540245,0.002016494,0.257557],"genre_scores_gemma":[0.8192476,0.00101677,0.09815636,0.002309759,0.0002466165,0.001042849,0.0005348842,0.0006653692,0.0767798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9881628,"threshold_uncertainty_score":0.1445844,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008155971,0.0003516115,0.0002330756,0.001291694,0.00230213,0.005763902,0.001928893,0.001550034,0.004640295],"category_scores_gemma":[0.01849936,0.0003291816,0.0003942141,0.0007726387,0.00170605,0.005462908,0.003885246,0.003567818,0.002285322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005505482,"about_ca_system_score_gemma":0.01229715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007063822,"about_ca_topic_score_gemma":0.01892082,"domain_scores_codex":[0.9963008,0.001395108,0.0002093437,0.0003879088,0.001120728,0.0005861109],"domain_scores_gemma":[0.9901063,0.00240516,0.0007843548,0.000961968,0.002243593,0.003498656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002250001,0.004333388,0.01864492,0.0003654994,0.0000155348,0.0007187381,0.03870201,0.002503564,0.01623107,0.0310745,0.03536456,0.8518212],"study_design_scores_gemma":[0.0003976205,0.004498043,0.05223681,0.001364175,0.00008520453,0.001294461,0.04160179,0.0144388,0.0233302,0.03699266,0.8233058,0.0004544985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7839977,0.0006804528,0.116662,0.01569637,0.001576894,0.003289906,0.0002130098,0.002907261,0.07497649],"genre_scores_gemma":[0.5573224,0.0005004892,0.3831719,0.005128718,0.0002496558,0.001159441,0.0004627599,0.000607177,0.05139745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008155971,"threshold_uncertainty_score":0.04313344,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01144855,0.0005003044,0.000355625,0.001100012,0.010815,0.009564254,0.002605975,0.001313601,0.0195726],"category_scores_gemma":[0.02870947,0.0003826744,0.0005245589,0.000735378,0.003818036,0.007305091,0.01651395,0.003452431,0.002866923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002087279,"about_ca_system_score_gemma":0.009633434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368961,"about_ca_topic_score_gemma":0.0085207,"domain_scores_codex":[0.9877716,0.008820643,0.0002073739,0.0006668516,0.00134253,0.001191096],"domain_scores_gemma":[0.9705507,0.007333719,0.001385992,0.002239874,0.001942436,0.01654737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006892355,0.005736547,0.04537774,0.0004069865,0.0001044443,0.001166545,0.1158535,0.001296048,0.001952306,0.09421712,0.1575036,0.5756959],"study_design_scores_gemma":[0.001007113,0.003575864,0.02301339,0.0006941992,0.0001092241,0.000972091,0.1872371,0.00716188,0.001833703,0.1100675,0.6640925,0.0002354549],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6210443,0.001989413,0.05334217,0.05873754,0.006224228,0.002275685,0.0002057262,0.001204491,0.2549765],"genre_scores_gemma":[0.9404427,0.0009670745,0.01932989,0.003599246,0.0009824494,0.001392322,0.000174921,0.0001953808,0.03291607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0195726,"threshold_uncertainty_score":0.06547683,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001833894,0.0004918543,0.0002957247,0.0004765088,0.02414787,0.005201526,0.001233949,0.002062527,0.0650973],"category_scores_gemma":[0.002096355,0.0005032293,0.0004653321,0.0005315076,0.004733322,0.002034942,0.005664432,0.002832497,0.007073957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01353758,"about_ca_system_score_gemma":0.02705244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4114378,"about_ca_topic_score_gemma":0.8663458,"domain_scores_codex":[0.9985685,0.0004460066,0.0000199133,0.00008028046,0.0001873266,0.0006978983],"domain_scores_gemma":[0.9902384,0.0003907536,0.0001394232,0.0001462771,0.0004475439,0.008637604],"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":[0.0002319691,0.0001128164,0.005414966,0.0001890925,0.00001761699,0.007080595,0.1176713,0.0001135,0.002111039,0.003757507,0.8399988,0.02330079],"study_design_scores_gemma":[0.00001791459,0.00005106966,0.007235552,0.00009050755,0.000006231979,0.0004101448,0.1106484,0.00004831297,0.000394365,0.0002715414,0.8807905,0.00003554712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2977299,0.008326357,0.004702347,0.1987676,0.01085954,0.0008100922,0.003614105,0.002261307,0.4729286],"genre_scores_gemma":[0.4860989,0.003280918,0.003152203,0.01447704,0.0009987854,0.0003966954,0.0005566935,0.0007003702,0.4903384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9947985,"threshold_uncertainty_score":0.818086,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001122978,0.0007746092,0.000324259,0.0008781144,0.01306901,0.007572341,0.001127342,0.003408444,0.313252],"category_scores_gemma":[0.001861547,0.0004867968,0.0005438412,0.0009415658,0.001243887,0.007145738,0.01115723,0.003933596,0.0713442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267759,"about_ca_system_score_gemma":0.004400539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002082755,"about_ca_topic_score_gemma":0.02465484,"domain_scores_codex":[0.9991496,0.0002409856,0.00001976371,0.00005982209,0.0001950426,0.000334701],"domain_scores_gemma":[0.9931552,0.0002737601,0.0001249548,0.0003032204,0.0003278879,0.005815016],"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":[0.00004928441,0.0001719152,0.000386401,0.00007158056,0.000003351976,0.000394612,0.001263729,0.00001532546,0.0003805598,0.002763951,0.9638293,0.03067003],"study_design_scores_gemma":[0.00001297707,0.00003430192,0.000677119,0.0000256128,0.000001883895,0.000147279,0.002418214,0.00001902365,0.0001630347,0.0007189262,0.9957724,0.000009100338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01481951,0.002898243,0.00310304,0.08183505,0.01514548,0.0004083844,0.001624134,0.005604612,0.8745615],"genre_scores_gemma":[0.04613102,0.001786669,0.006068405,0.01460805,0.005383053,0.0002736584,0.001294163,0.00118832,0.9232666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.313252,"threshold_uncertainty_score":0.9795627,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.2031128,0.001037314,0.001875343,0.01157194,0.004131903,0.01433433,0.005492798,0.004415028,0.005159752],"category_scores_gemma":[0.625394,0.0008126039,0.001924294,0.009601718,0.02646526,0.02765533,0.01530009,0.008396894,0.001482833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006896306,"about_ca_system_score_gemma":0.01493078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004834385,"about_ca_topic_score_gemma":0.007199693,"domain_scores_codex":[0.7125807,0.167445,0.02854527,0.01002952,0.07829455,0.003105094],"domain_scores_gemma":[0.2726862,0.5723133,0.02763999,0.03591083,0.08713356,0.004316145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001127917,0.0004807844,0.03135342,0.001428288,0.0002568396,0.0009242194,0.05196442,0.001546619,0.002222904,0.3794305,0.02413473,0.5051294],"study_design_scores_gemma":[0.0005743517,0.001194785,0.02946819,0.003847359,0.0004909309,0.002150766,0.03238737,0.02291189,0.01418192,0.7014254,0.1904543,0.0009126443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1766367,0.003088223,0.5792271,0.0687902,0.005150431,0.005241281,0.0007258178,0.002294892,0.1588453],"genre_scores_gemma":[0.5187969,0.0008565955,0.4579844,0.009079342,0.0008803374,0.004788103,0.0002518752,0.0007464012,0.006616183],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9856657,"threshold_uncertainty_score":0.9827038,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02291484,0.0005007813,0.0007505264,0.005200001,0.01796493,0.03340295,0.002717962,0.008800495,0.00630288],"category_scores_gemma":[0.0179577,0.0004589289,0.0007342107,0.003501328,0.1297845,0.0424078,0.02354964,0.01190291,0.0008053615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01417719,"about_ca_system_score_gemma":0.01523616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007849477,"about_ca_topic_score_gemma":0.006129685,"domain_scores_codex":[0.9755222,0.01751939,0.0004865004,0.00168334,0.002491079,0.002297574],"domain_scores_gemma":[0.9856192,0.008097625,0.001092574,0.001393432,0.001667636,0.002129494],"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":[0.00001074221,0.00001707604,0.0007389084,0.00003951517,0.000005909827,0.00003885524,0.02068866,0.0001068584,0.00007296294,0.9680644,0.002071422,0.00814471],"study_design_scores_gemma":[0.000009428847,0.00001924845,0.0004561189,0.0001439359,0.000005640449,0.00004437679,0.01282693,0.0001849606,0.00009235677,0.944582,0.04162415,0.00001083191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.066974,0.01235064,0.03864357,0.4408601,0.00192048,0.0001166091,0.00006774325,0.00009835477,0.4389686],"genre_scores_gemma":[0.9479836,0.002508806,0.007118727,0.02872259,0.001106066,0.0002281375,0.00004261452,0.00009308755,0.0121964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.997282,"threshold_uncertainty_score":0.1211867,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.004507509,0.0005732693,0.0003015792,0.00182832,0.01260699,0.01186,0.001369427,0.002626544,0.008203739],"category_scores_gemma":[0.009692293,0.0002262274,0.0003769544,0.001089668,0.007849117,0.008945121,0.01233386,0.002901229,0.0027241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003314848,"about_ca_system_score_gemma":0.006393507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646757,"about_ca_topic_score_gemma":0.007262451,"domain_scores_codex":[0.9956697,0.002808432,0.00007039767,0.0002715197,0.0005950085,0.0005849437],"domain_scores_gemma":[0.9935899,0.002441051,0.000444661,0.0003703985,0.0006613731,0.002492626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008445601,0.0001672999,0.002465644,0.0004499556,0.00001667465,0.002828389,0.7289652,0.000105125,0.003765265,0.08824892,0.0640146,0.1088885],"study_design_scores_gemma":[0.00001766882,0.0001105919,0.002858841,0.0004343505,0.00002407242,0.001634535,0.5268662,0.0004515299,0.002548261,0.02923359,0.4357811,0.00003919763],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3419816,0.003016668,0.02549677,0.08045146,0.003568337,0.000266153,0.0001124921,0.00123785,0.5438687],"genre_scores_gemma":[0.9241883,0.00112015,0.01658476,0.004412035,0.0005330591,0.0001501446,0.00007546665,0.0004314549,0.05250468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9986306,"threshold_uncertainty_score":0.02744424,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690794,0.0006830931,0.0003952979,0.0005063649,0.02184236,0.006823767,0.00143695,0.002541873,0.05491978],"category_scores_gemma":[0.002343279,0.0006885303,0.0006208376,0.000590277,0.00310743,0.007091713,0.007865193,0.006144029,0.01831235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070263,"about_ca_system_score_gemma":0.003023038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007844547,"about_ca_topic_score_gemma":0.05705038,"domain_scores_codex":[0.9988462,0.0004831163,0.00002871088,0.00009290436,0.000146908,0.0004021603],"domain_scores_gemma":[0.9963864,0.0001662854,0.0001085006,0.000121796,0.0002352378,0.002981833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001367664,0.0005159596,0.002979486,0.0001708037,0.00001694285,0.002694239,0.09320731,0.00003674348,0.0007440761,0.001976167,0.8704298,0.02709183],"study_design_scores_gemma":[0.00002310702,0.0002017375,0.003634339,0.0001581832,0.00001078591,0.0008470638,0.2766686,0.00003811785,0.0004259321,0.0006702072,0.7172815,0.00004043922],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3453222,0.004319932,0.00314473,0.1446327,0.01804948,0.000566313,0.001986135,0.003352593,0.478626],"genre_scores_gemma":[0.5048273,0.003307303,0.005119665,0.0440087,0.003516718,0.0003873715,0.001365173,0.001210559,0.4362572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05491978,"threshold_uncertainty_score":0.1837249,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.3165997,0.0008534425,0.001967756,0.00712002,0.00629291,0.01364268,0.009110766,0.002463186,0.008586704],"category_scores_gemma":[0.4752192,0.001453909,0.002300956,0.008337627,0.005885425,0.02149666,0.01150657,0.005173093,0.002262723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007976871,"about_ca_system_score_gemma":0.03075137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09909946,"about_ca_topic_score_gemma":0.1004682,"domain_scores_codex":[0.8834666,0.07856786,0.008322611,0.009201367,0.01787592,0.002565616],"domain_scores_gemma":[0.3268978,0.4552315,0.02069142,0.1278345,0.05592033,0.01342447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009366692,0.0009463344,0.3753885,0.001032597,0.0008669203,0.0006408436,0.08923712,0.003077504,0.0002430742,0.09363046,0.04799359,0.3860064],"study_design_scores_gemma":[0.0005959515,0.000670176,0.2125867,0.007418933,0.0008528497,0.001453786,0.06227598,0.03342653,0.00178732,0.3906801,0.2874845,0.0007671045],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3988815,0.01691145,0.3574352,0.1446005,0.003933184,0.003438104,0.0147939,0.003942385,0.0560638],"genre_scores_gemma":[0.7011326,0.006643604,0.2564555,0.00718634,0.001243154,0.002934351,0.008488309,0.002269838,0.01364627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9863573,"threshold_uncertainty_score":0.8427543,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00156107,0.0008130647,0.001258574,0.008035989,0.002349118,0.005087902,0.001425809,0.002336357,0.2115282],"category_scores_gemma":[0.007251465,0.0004890665,0.0005245811,0.01394332,0.001103435,0.002232003,0.001365261,0.001815794,0.09456252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009667505,"about_ca_system_score_gemma":0.02981938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3264966,"about_ca_topic_score_gemma":0.5160169,"domain_scores_codex":[0.9972574,0.0002464895,0.0001556477,0.0001596716,0.00181376,0.0003670148],"domain_scores_gemma":[0.9889722,0.001055061,0.0005574384,0.0004725615,0.007924437,0.001018317],"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":[0.000009079729,0.000009805618,0.00005492703,0.0008359947,0.000004624973,0.00001342256,0.00002956804,0.000009521703,0.00003769996,0.0005072755,0.9580972,0.04039092],"study_design_scores_gemma":[0.000003494819,0.000003101146,0.0004837937,0.001030534,0.000007416411,0.00001181049,0.00005572657,0.000003948454,0.00001640858,0.00008654384,0.9982944,0.000002852978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0006457567,0.4394106,0.0002666613,0.0309696,0.02617322,0.0003372668,0.006962968,0.0003489019,0.494885],"genre_scores_gemma":[0.004220392,0.3421068,0.0004148428,0.01427217,0.007789984,0.0002404217,0.004733074,0.0001702054,0.6260521],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3264966,"threshold_uncertainty_score":0.7076322,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008356991,0.0007528401,0.0006506509,0.001464318,0.007189937,0.01654171,0.001102239,0.003322612,0.07985931],"category_scores_gemma":[0.01610053,0.0003924424,0.0006879367,0.001896598,0.001369362,0.004254666,0.003625347,0.005861811,0.05972172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005204801,"about_ca_system_score_gemma":0.005798556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04079846,"about_ca_topic_score_gemma":0.1248238,"domain_scores_codex":[0.9943147,0.0008530045,0.0001747118,0.0002564042,0.002304598,0.002096572],"domain_scores_gemma":[0.9937429,0.0007675054,0.0004371467,0.0003347756,0.00220223,0.002515457],"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":[0.00009045359,0.00002396025,0.001167073,0.00004199244,0.000006790421,0.00004672847,0.0002147102,0.00002208349,0.00007186982,0.00549574,0.9727095,0.02010912],"study_design_scores_gemma":[0.00002199395,0.00002834813,0.007573768,0.00006828152,0.000006510917,0.00002279023,0.001341988,0.00005134619,0.0001440876,0.001062525,0.9896511,0.00002729075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01811003,0.007401848,0.0008103421,0.4207289,0.09147073,0.0001702698,0.00706196,0.0007871956,0.4534587],"genre_scores_gemma":[0.1076785,0.003608193,0.0006166092,0.07874753,0.0160663,0.0001774192,0.006065682,0.0008123276,0.7862275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07985931,"threshold_uncertainty_score":0.267156,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005271195,0.001207991,0.0008302421,0.004443504,0.002194994,0.007272255,0.00323845,0.002311234,0.315154],"category_scores_gemma":[0.01421552,0.0007394722,0.0007062454,0.004843207,0.000432163,0.00387833,0.002513704,0.002750087,0.3728409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00786884,"about_ca_system_score_gemma":0.02184201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1176023,"about_ca_topic_score_gemma":0.1216613,"domain_scores_codex":[0.9899958,0.0006148978,0.0005207101,0.0005178954,0.007338534,0.001012209],"domain_scores_gemma":[0.9805295,0.000643213,0.0007203115,0.0006367062,0.01630387,0.001166437],"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":[0.00001959735,0.00001363633,0.0001003084,0.00004136287,0.0000011275,0.000007106244,0.000007363669,0.00001856323,0.00002180807,0.0005959006,0.9930201,0.006153248],"study_design_scores_gemma":[0.000008218835,0.000006025445,0.000572096,0.00005560058,0.000001804488,0.000006534143,0.00003900969,0.0000248171,0.00004571263,0.0001106331,0.9991246,0.00000492969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001187871,0.002913884,0.001062306,0.0168858,0.01392926,0.0008946887,0.2732277,0.002720764,0.6871777],"genre_scores_gemma":[0.005045837,0.003294879,0.001786548,0.00297976,0.002221382,0.001341962,0.1653319,0.001695515,0.8163021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.315154,"threshold_uncertainty_score":0.9768497,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005339033,0.0006657274,0.0009308317,0.003202932,0.004883922,0.02083894,0.001165974,0.009760247,0.1175801],"category_scores_gemma":[0.03921951,0.0007610288,0.0005099399,0.003313763,0.00322551,0.007845902,0.004640286,0.01012405,0.04230065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003221388,"about_ca_system_score_gemma":0.008437624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007497746,"about_ca_topic_score_gemma":0.01498806,"domain_scores_codex":[0.9898012,0.001240482,0.0005456281,0.0007697011,0.005661018,0.001982001],"domain_scores_gemma":[0.9842994,0.005111193,0.001303935,0.001217442,0.004480903,0.003587056],"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":[0.00006500486,0.00004736038,0.0005915891,0.00005496263,0.000008588505,0.00005962588,0.0002334223,0.00003493594,0.0001300883,0.1584198,0.8140432,0.02631157],"study_design_scores_gemma":[0.00001887174,0.00002686721,0.001797487,0.00006730234,0.000007628656,0.00005824043,0.0003993885,0.00004110062,0.00008700063,0.01035871,0.9871204,0.00001690546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003066097,0.004361994,0.0003316317,0.07800885,0.01836173,0.0000622036,0.000662913,0.000150352,0.8949942],"genre_scores_gemma":[0.03590093,0.003736889,0.0002688213,0.04172309,0.01069167,0.0001266902,0.0005440497,0.0001737425,0.9068341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1175801,"threshold_uncertainty_score":0.3933446,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0127097,0.0006577198,0.0006996868,0.002817493,0.03276299,0.03180222,0.002743097,0.01018747,0.01008975],"category_scores_gemma":[0.0447028,0.001013649,0.0006033686,0.005068191,0.01287416,0.01835109,0.02283194,0.0183536,0.003309143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007548909,"about_ca_system_score_gemma":0.006496903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009943964,"about_ca_topic_score_gemma":0.03960852,"domain_scores_codex":[0.9854583,0.007751753,0.0005113832,0.001028693,0.002739579,0.002510342],"domain_scores_gemma":[0.9563696,0.01823948,0.005198659,0.001553252,0.003852032,0.01478701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001237944,0.0001227082,0.01093958,0.0003034008,0.00004957277,0.00156703,0.8190694,0.00003826312,0.0008600533,0.004818763,0.143361,0.0187463],"study_design_scores_gemma":[0.000007025373,0.00002677883,0.0038936,0.0002182268,0.00001281746,0.0003501956,0.7640783,0.00002149395,0.0001700697,0.0005570156,0.2306232,0.00004140741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5103096,0.01860143,0.002075991,0.3657105,0.01551262,0.000117049,0.0008328506,0.0003683754,0.08647148],"genre_scores_gemma":[0.7274158,0.008772739,0.00112574,0.1893945,0.009459462,0.0002176601,0.0004924812,0.001047674,0.06207399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03276299,"threshold_uncertainty_score":0.0672161,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1170917,0.0009587703,0.0006429879,0.004348687,0.01199702,0.01356653,0.00724745,0.003828568,0.006373404],"category_scores_gemma":[0.195773,0.001378531,0.0006920439,0.00140912,0.01261212,0.01927097,0.02589549,0.004320731,0.002969111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005923585,"about_ca_system_score_gemma":0.03578071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572749,"about_ca_topic_score_gemma":0.007682357,"domain_scores_codex":[0.8447877,0.1314684,0.002470656,0.00624585,0.01188226,0.003145285],"domain_scores_gemma":[0.7780099,0.1424957,0.0110633,0.02508454,0.02393932,0.01940724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001949965,0.002831074,0.02246888,0.000711165,0.00007056956,0.0007014219,0.4371247,0.001546978,0.003255204,0.02653896,0.0139957,0.4905603],"study_design_scores_gemma":[0.0004705314,0.002570806,0.01471746,0.002111732,0.000198131,0.0008136248,0.5925192,0.02357221,0.007229665,0.0943941,0.2610827,0.0003198268],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2714476,0.0009843854,0.568774,0.03466981,0.0006156934,0.01377069,0.0001202255,0.003784581,0.105833],"genre_scores_gemma":[0.6571584,0.0005726916,0.3237807,0.001504255,0.0001932498,0.006024798,0.0001053101,0.0003706376,0.01029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1170917,"threshold_uncertainty_score":0.6192477,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.06462448,0.001010885,0.0008678908,0.005071164,0.03937605,0.04034981,0.004926707,0.01412654,0.03571778],"category_scores_gemma":[0.06313708,0.001072063,0.0009323859,0.003123491,0.023943,0.02719759,0.05358096,0.01610007,0.007881757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01523524,"about_ca_system_score_gemma":0.07154831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01626731,"about_ca_topic_score_gemma":0.04270868,"domain_scores_codex":[0.947965,0.02667676,0.001024516,0.002929548,0.01414875,0.00725541],"domain_scores_gemma":[0.7866399,0.04363351,0.004228127,0.01133482,0.02872851,0.1254352],"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":[0.0001569976,0.0004201439,0.002301911,0.0002145357,0.00002068381,0.0007096993,0.07328833,0.000223447,0.0008040046,0.1114905,0.7151446,0.09522519],"study_design_scores_gemma":[0.00002251165,0.00002136641,0.0002973674,0.0001607025,0.000002986417,0.00008977753,0.01976874,0.0001876917,0.0001342368,0.01534619,0.9639362,0.00003222718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03217801,0.005800338,0.03814921,0.6557382,0.02506665,0.001006301,0.0006614769,0.002985072,0.2384147],"genre_scores_gemma":[0.4350342,0.005195787,0.06035453,0.1397807,0.01221445,0.003181599,0.002246564,0.004429138,0.3375631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9950733,"threshold_uncertainty_score":0.341771,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005708691,0.0007947463,0.000497331,0.002465757,0.002077168,0.007203753,0.0007543062,0.002275379,0.5949239],"category_scores_gemma":[0.004606005,0.0004423266,0.0004322858,0.003080325,0.0004574908,0.003346797,0.00147847,0.002804355,0.525965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644498,"about_ca_system_score_gemma":0.00311018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0186608,"about_ca_topic_score_gemma":0.04436198,"domain_scores_codex":[0.9992713,0.00003398053,0.00003502583,0.00007808158,0.0004758058,0.0001057854],"domain_scores_gemma":[0.9972649,0.0003038909,0.0001336258,0.0002328864,0.0016696,0.0003951815],"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":[0.000006015255,0.000003866655,0.00004440397,0.0000245964,6.369005e-7,0.00001269072,0.000007925649,0.000005084562,0.00002253845,0.001246472,0.9855738,0.01305211],"study_design_scores_gemma":[0.000001468695,0.000001499924,0.0001328485,0.00003133872,4.797942e-7,0.00001164335,0.00001609897,0.000003947148,0.00001407859,0.000146562,0.9996388,0.00000124624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003930201,0.005672531,0.0003482792,0.01745722,0.01865391,0.00006686358,0.01184094,0.0008734367,0.9446938],"genre_scores_gemma":[0.001206646,0.003227271,0.0001966943,0.002948692,0.001489814,0.00001994249,0.004403241,0.0002269913,0.9862807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5949239,"threshold_uncertainty_score":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006177634,0.0005795753,0.0004237932,0.002824487,0.009123698,0.01467887,0.001684003,0.004669287,0.2085616],"category_scores_gemma":[0.01139985,0.0003924462,0.000616261,0.003109257,0.001742427,0.009225657,0.00460646,0.006355965,0.06662438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004900627,"about_ca_system_score_gemma":0.01237146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03211153,"about_ca_topic_score_gemma":0.1167499,"domain_scores_codex":[0.994849,0.0008308124,0.0001658566,0.000309251,0.001805228,0.002039767],"domain_scores_gemma":[0.9849713,0.0007819235,0.0004662898,0.0001617764,0.002791256,0.01082746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001711393,0.00003170423,0.001376565,0.00003477193,0.000001347883,0.00004855178,0.0002417574,0.00001184659,0.00002034853,0.003436967,0.9732893,0.02148986],"study_design_scores_gemma":[0.000009567874,0.00003691209,0.005336537,0.0001476581,0.00000239047,0.00005890154,0.004595452,0.00003735835,0.00003197624,0.000988364,0.9887351,0.00001968483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007263314,0.007121674,0.0002891615,0.5939534,0.01961555,0.00008247058,0.002419303,0.0004090689,0.3688462],"genre_scores_gemma":[0.0978093,0.01491988,0.001172556,0.2235897,0.01164959,0.0004055257,0.005187589,0.001283073,0.6439829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2085616,"threshold_uncertainty_score":0.697708,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002860066,0.001561158,0.0009401418,0.003947253,0.001562171,0.004808388,0.00226171,0.002290306,0.4452928],"category_scores_gemma":[0.008786,0.0007703071,0.0007665407,0.004600351,0.0003485715,0.003217801,0.001810642,0.002608279,0.5033914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0043632,"about_ca_system_score_gemma":0.01104499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09246506,"about_ca_topic_score_gemma":0.09218636,"domain_scores_codex":[0.9963759,0.0003006915,0.0002588257,0.000213308,0.002318841,0.0005324603],"domain_scores_gemma":[0.9920747,0.0003575307,0.0003995979,0.0002803076,0.00630548,0.0005822883],"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":[0.00002285297,0.000008402186,0.00003646024,0.00004123551,0.000001069431,0.000003900815,0.000002956226,0.00001112882,0.00002349827,0.0002863136,0.9958533,0.00370893],"study_design_scores_gemma":[0.00001997492,0.000009592374,0.0007048134,0.00005811257,0.000002579778,0.000005361779,0.00003090692,0.00003045992,0.00005393347,0.0001565839,0.9989215,0.000006150705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007371698,0.00204742,0.0008452245,0.01285478,0.01467104,0.001048909,0.4281479,0.002473086,0.5371745],"genre_scores_gemma":[0.003580174,0.002577483,0.001292287,0.003072683,0.00232317,0.001722973,0.1605585,0.001921721,0.822951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4452928,"threshold_uncertainty_score":0.7912225,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.05681543,0.0008131121,0.0008122199,0.001967225,0.01877864,0.030862,0.003118357,0.02088531,0.02404812],"category_scores_gemma":[0.05078596,0.0005106722,0.0009465551,0.002062012,0.01424058,0.03158776,0.01535221,0.02960475,0.003258461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01170571,"about_ca_system_score_gemma":0.03105092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244845,"about_ca_topic_score_gemma":0.02766203,"domain_scores_codex":[0.9832193,0.009111429,0.0004502147,0.001149933,0.002547579,0.003521552],"domain_scores_gemma":[0.8820934,0.06887695,0.002175654,0.003163623,0.0104133,0.03327704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006052285,0.0001277441,0.001097507,0.0004718667,0.00001383502,0.0003219239,0.02472949,0.0001346193,0.0002863311,0.04895155,0.8549658,0.0688388],"study_design_scores_gemma":[0.00001838923,0.00005252505,0.001012398,0.001121334,0.000008057814,0.00008911946,0.04044231,0.0001720958,0.0001584707,0.02338621,0.9334816,0.00005749613],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002239354,0.007045835,0.001032577,0.9638294,0.01938614,0.0000339662,0.0001052078,0.00008538223,0.006242264],"genre_scores_gemma":[0.1476293,0.02339125,0.008782271,0.7234328,0.04612412,0.000495687,0.0007507619,0.0005591243,0.04883476],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9968817,"threshold_uncertainty_score":0.3004723,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02746508,0.001065589,0.0009802744,0.004098613,0.01043689,0.03404119,0.005618176,0.02537233,0.06193672],"category_scores_gemma":[0.04384683,0.0006467489,0.0006641716,0.006984217,0.004790754,0.01712271,0.01056391,0.01315743,0.02381569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01199078,"about_ca_system_score_gemma":0.04884269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01765895,"about_ca_topic_score_gemma":0.03184147,"domain_scores_codex":[0.9741038,0.003628036,0.001208127,0.001627911,0.01647395,0.002958225],"domain_scores_gemma":[0.9275337,0.01212822,0.005834409,0.003003669,0.01408336,0.03741668],"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":[0.00008026544,0.0001298064,0.0006374252,0.0002198385,0.000007221533,0.0001584877,0.001462445,0.00006658492,0.000819337,0.01944228,0.922209,0.05476726],"study_design_scores_gemma":[0.00003563084,0.00002902143,0.001153892,0.00005332052,0.000003698881,0.00006458038,0.000821311,0.0001663038,0.0002943326,0.0012258,0.9961378,0.00001433695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005550712,0.005110563,0.002093151,0.8652271,0.01481715,0.0001837543,0.001524465,0.002290166,0.1032029],"genre_scores_gemma":[0.07613003,0.005302806,0.01256954,0.1557753,0.01932448,0.0005479864,0.006228066,0.00182825,0.7222934],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9659588,"threshold_uncertainty_score":0.207199,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002983862,0.001824764,0.0009940687,0.001314494,0.009716841,0.01025585,0.001378583,0.01460808,0.2347931],"category_scores_gemma":[0.007810514,0.000881725,0.0009581562,0.0008166268,0.001909766,0.006123457,0.004408652,0.02310934,0.1269539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239159,"about_ca_system_score_gemma":0.005556766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154601,"about_ca_topic_score_gemma":0.03980052,"domain_scores_codex":[0.9982505,0.0002588111,0.00009556043,0.0002078208,0.0006973587,0.0004899119],"domain_scores_gemma":[0.991736,0.0008987747,0.0002883713,0.0002447359,0.001993116,0.00483897],"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":[0.00002953629,0.00004504125,0.00008111454,0.00002729731,0.000002598496,0.00004191697,0.00004503807,0.000008801923,0.0001046365,0.0005282464,0.9930651,0.006020694],"study_design_scores_gemma":[0.00002446897,0.00003149474,0.0006408848,0.00005750201,0.000003997049,0.00002276693,0.0004452654,0.00002111177,0.00007963547,0.0002987634,0.9983576,0.00001658527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00153421,0.003516975,0.0009761678,0.5706087,0.2922482,0.000317346,0.0007647312,0.001385705,0.1286479],"genre_scores_gemma":[0.00550177,0.002325465,0.001189198,0.2576286,0.04476784,0.0001889293,0.0006277352,0.0006226322,0.6871478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2347931,"threshold_uncertainty_score":0.7854611,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.04395908,0.0004824796,0.0008444424,0.003238821,0.01146115,0.03992872,0.003081706,0.01785495,0.02367234],"category_scores_gemma":[0.1477107,0.0004116966,0.000772804,0.003755262,0.03404392,0.05740252,0.01008109,0.02157397,0.00540681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006180313,"about_ca_system_score_gemma":0.007986117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005264901,"about_ca_topic_score_gemma":0.004701522,"domain_scores_codex":[0.9697213,0.0132244,0.001671652,0.002562728,0.01102946,0.001790367],"domain_scores_gemma":[0.8939273,0.07641494,0.003484724,0.00544558,0.01382434,0.00690296],"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":[0.00002891966,0.00003215047,0.0004007446,0.0002852007,0.000009344568,0.0002164019,0.006098778,0.00003601658,0.00006179195,0.5544255,0.3801284,0.05827678],"study_design_scores_gemma":[0.00001564017,0.00001654795,0.0005657962,0.001594334,0.000009629861,0.000366145,0.01155719,0.00005642461,0.0001424433,0.1172636,0.8683829,0.00002925884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001479638,0.01419717,0.001678585,0.9053397,0.01352549,0.00001142087,0.00008134116,0.00005992975,0.06362666],"genre_scores_gemma":[0.1725167,0.04201918,0.004200082,0.6759672,0.05395829,0.0001249053,0.0003183496,0.0006819816,0.05021333],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9600713,"threshold_uncertainty_score":0.2324806,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002939123,0.0006792866,0.0008307612,0.002138671,0.004683658,0.01407546,0.001164838,0.009655164,0.1658009],"category_scores_gemma":[0.01850282,0.000737941,0.0006087805,0.001966941,0.002176919,0.005407823,0.003605398,0.008556664,0.06462256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002930624,"about_ca_system_score_gemma":0.007990379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129616,"about_ca_topic_score_gemma":0.03095644,"domain_scores_codex":[0.9955499,0.0004218192,0.0002120544,0.0004994827,0.002301676,0.00101508],"domain_scores_gemma":[0.9938849,0.001802722,0.0003702183,0.0006071924,0.001695799,0.001639188],"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":[0.00004912631,0.00004549919,0.0005315335,0.00004000875,0.000007749869,0.00006914277,0.000125587,0.00003836469,0.0001394185,0.08310451,0.8894126,0.02643658],"study_design_scores_gemma":[0.00001637357,0.00002054846,0.001846135,0.00005038233,0.000007025925,0.00004746171,0.0001985338,0.00004453826,0.00009100764,0.006454107,0.991212,0.00001193873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002494365,0.003506302,0.0002334546,0.07215001,0.01776787,0.00004381698,0.0006741151,0.0001642539,0.9029658],"genre_scores_gemma":[0.01575931,0.001892478,0.0001284938,0.02590202,0.006625659,0.00005576915,0.0003220083,0.00009684356,0.9492174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1658009,"threshold_uncertainty_score":0.5546591,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001592265,0.000875892,0.001249493,0.006464975,0.0009953523,0.004592041,0.001474427,0.002416779,0.4456789],"category_scores_gemma":[0.01038459,0.0003665569,0.0007169122,0.007604516,0.000567528,0.003802828,0.001696876,0.002100604,0.3087398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299309,"about_ca_system_score_gemma":0.004141671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004165832,"about_ca_topic_score_gemma":0.008217121,"domain_scores_codex":[0.9982887,0.0004140688,0.0002007463,0.0001333985,0.0008234302,0.0001396917],"domain_scores_gemma":[0.9914705,0.002464728,0.0005942454,0.0004793219,0.004013882,0.000977192],"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":[0.00002327575,0.00003435316,0.00005495471,0.002781053,0.000009841033,0.00003506873,0.00003996432,0.00001895415,0.00007873439,0.0009763737,0.8430663,0.152881],"study_design_scores_gemma":[0.00001068782,0.00001198224,0.0002681719,0.003235513,0.00001303446,0.00005941423,0.00004991304,0.000006951141,0.0000212152,0.0005115742,0.9958063,0.000005140674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005470905,0.2584275,0.001104721,0.0244062,0.03100554,0.0006173603,0.01048059,0.001099845,0.6723111],"genre_scores_gemma":[0.003352949,0.3433114,0.002221419,0.03158955,0.01931648,0.0009080459,0.01374586,0.0006765653,0.5848777],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4456789,"threshold_uncertainty_score":0.7906717,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001235734,0.001022897,0.0008249136,0.003573902,0.002028544,0.008965845,0.001605863,0.002660302,0.6752183],"category_scores_gemma":[0.004891478,0.0004696415,0.0007053232,0.004892305,0.001020718,0.004371303,0.002692837,0.002501396,0.6156752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667344,"about_ca_system_score_gemma":0.005080842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005152075,"about_ca_topic_score_gemma":0.01315589,"domain_scores_codex":[0.9982765,0.0001161691,0.00008194792,0.0002168421,0.001140447,0.0001681595],"domain_scores_gemma":[0.9970936,0.0003954749,0.0001401698,0.0004389835,0.001231326,0.0007005449],"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":[0.000008735476,0.00002295967,0.00006806418,0.0001216934,0.000002069993,0.0000292586,0.0000351745,0.00002553712,0.0001171246,0.005728504,0.9290912,0.06474958],"study_design_scores_gemma":[0.000001247648,0.000003101718,0.00008624677,0.00006201787,6.727476e-7,0.0000210148,0.00002181375,0.000005426384,0.00001548294,0.0004471284,0.999334,0.000001798279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001728884,0.006909688,0.0005117011,0.007260494,0.02106617,0.00006092428,0.001749359,0.0005309824,0.9617378],"genre_scores_gemma":[0.0006275349,0.00399113,0.0002347242,0.001979878,0.003384614,0.00002798632,0.0008994227,0.0002200044,0.9886347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3247817,"threshold_uncertainty_score":0.4632617,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001457933,0.001145076,0.001560385,0.004384472,0.001427171,0.008740904,0.002632665,0.003582911,0.6791432],"category_scores_gemma":[0.01030209,0.0004779595,0.0009750317,0.005270791,0.0008640207,0.006501171,0.003399703,0.0031358,0.6280267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909311,"about_ca_system_score_gemma":0.004140101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019894,"about_ca_topic_score_gemma":0.002793926,"domain_scores_codex":[0.9975084,0.0004419178,0.000271633,0.0004220054,0.001130169,0.0002259616],"domain_scores_gemma":[0.9946648,0.001088202,0.0003463522,0.0006095013,0.00241546,0.0008757327],"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":[0.00002264325,0.0000220348,0.00007251806,0.001048694,0.000008338562,0.0000736472,0.00005522099,0.00003249038,0.000126578,0.003973037,0.8924769,0.1020879],"study_design_scores_gemma":[0.000004068175,0.000005418698,0.00008501286,0.0003414507,0.000003090247,0.00006413063,0.00002896458,0.000008758176,0.00001898084,0.0007529097,0.9986841,0.000003086156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005091098,0.05004662,0.001766338,0.02250031,0.03238256,0.0003634854,0.0130682,0.001867961,0.8774954],"genre_scores_gemma":[0.004229365,0.05107359,0.001867548,0.01771028,0.01143536,0.0003572185,0.01658146,0.00120233,0.8955429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6791432,"threshold_uncertainty_score":0.4576632,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.12049,0.0007356836,0.0009874236,0.005715433,0.02553839,0.07074764,0.005397989,0.01242463,0.02670129],"category_scores_gemma":[0.2292152,0.0007888091,0.0007711837,0.01011727,0.05458254,0.06868117,0.04595621,0.01583378,0.006360966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0184552,"about_ca_system_score_gemma":0.1002025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01553338,"about_ca_topic_score_gemma":0.01339355,"domain_scores_codex":[0.8750217,0.08444194,0.003650015,0.004495445,0.02015645,0.01223445],"domain_scores_gemma":[0.6933416,0.1688301,0.0101978,0.02054304,0.02658136,0.08050606],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006382544,0.0001235207,0.001484703,0.0003373375,0.00002476246,0.000233976,0.0259816,0.0002015952,0.0001412689,0.6406535,0.2544187,0.07633521],"study_design_scores_gemma":[0.00003928053,0.00005146701,0.0006995029,0.0005255974,0.00001112942,0.000127453,0.03449531,0.0001384073,0.0002120634,0.1348777,0.8287615,0.00006053306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00836377,0.01702337,0.003790762,0.8261511,0.0056802,0.0000993163,0.00008177557,0.0003242767,0.1384854],"genre_scores_gemma":[0.605526,0.03586612,0.01409304,0.2021616,0.0158388,0.0006378022,0.000272021,0.0008684878,0.1247361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9292524,"threshold_uncertainty_score":0.6372198,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007174371,0.001214562,0.0005154524,0.001232165,0.005828475,0.009624067,0.002068192,0.006397477,0.1119794],"category_scores_gemma":[0.005541404,0.0007437191,0.0006199034,0.0018808,0.001031535,0.001904037,0.001978859,0.005605447,0.06157993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01293942,"about_ca_system_score_gemma":0.01882816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1954423,"about_ca_topic_score_gemma":0.4234034,"domain_scores_codex":[0.9959186,0.0004786071,0.0001366175,0.0003711905,0.002037422,0.001057605],"domain_scores_gemma":[0.9939879,0.000259512,0.0003415111,0.0001844517,0.002591348,0.002635338],"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":[0.00001723098,0.00001070713,0.0001016903,0.00002566346,8.347288e-7,0.00002382408,0.00004330335,0.00001050406,0.00006019583,0.0002519365,0.9952047,0.004249366],"study_design_scores_gemma":[0.000007398004,0.000008377411,0.00134042,0.00003718086,0.000001513199,0.00001113069,0.0002335421,0.00001681487,0.00003966089,0.00004184485,0.9982547,0.000007289277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005054672,0.03280511,0.001760293,0.2269718,0.1154464,0.001317182,0.01150359,0.001731578,0.6034093],"genre_scores_gemma":[0.01101256,0.002727093,0.0008629431,0.01248165,0.005072657,0.0002619516,0.002485103,0.000383163,0.9647129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1954423,"threshold_uncertainty_score":0.3886094,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001569802,0.001113511,0.001460341,0.004857334,0.001597331,0.008260465,0.002906753,0.003569436,0.5911183],"category_scores_gemma":[0.01129241,0.0005129813,0.000956766,0.00552171,0.001015786,0.005682859,0.002955205,0.003078544,0.5208271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002739109,"about_ca_system_score_gemma":0.006441974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003895874,"about_ca_topic_score_gemma":0.006185549,"domain_scores_codex":[0.9972518,0.0004620022,0.0002803447,0.0003962201,0.001366492,0.0002431531],"domain_scores_gemma":[0.9933161,0.001198779,0.0003615278,0.0006985702,0.003539117,0.0008858785],"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":[0.00001902925,0.00002312725,0.00006630313,0.001193223,0.000007541344,0.00008451654,0.00006418584,0.00003114252,0.0001352306,0.003701304,0.8890051,0.1056692],"study_design_scores_gemma":[0.000002949866,0.000004791349,0.00008190382,0.0004578081,0.000003112888,0.00007557814,0.00003570539,0.000007213563,0.00001963058,0.0005657684,0.9987426,0.000002900015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005078095,0.09002789,0.001967384,0.02602922,0.03534548,0.0004412279,0.00936248,0.001640828,0.8346778],"genre_scores_gemma":[0.004408938,0.09965632,0.002251748,0.0207803,0.01267518,0.0003824563,0.01341934,0.00113219,0.8452936],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5911183,"threshold_uncertainty_score":0.5832201,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03333809,0.001011897,0.0009528711,0.002340118,0.0312003,0.02081135,0.004078901,0.008228627,0.01162263],"category_scores_gemma":[0.06009421,0.001184557,0.0008871264,0.002008213,0.01889515,0.01830222,0.02882447,0.01053148,0.004388764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384642,"about_ca_system_score_gemma":0.02545866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008754413,"about_ca_topic_score_gemma":0.02228774,"domain_scores_codex":[0.9505617,0.03953556,0.0007071357,0.0009898128,0.002555968,0.005649874],"domain_scores_gemma":[0.9506596,0.02023399,0.002483928,0.002247751,0.003631443,0.0207433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008101635,0.0002475908,0.002645341,0.000277214,0.00002227242,0.0007926499,0.9062454,0.00005862475,0.0004711937,0.004488905,0.04551508,0.03915473],"study_design_scores_gemma":[0.00002018041,0.00007988153,0.0008160966,0.0002196965,0.00001453374,0.0001727644,0.8972943,0.00006702469,0.0001687899,0.003467304,0.09764504,0.00003427255],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5479168,0.00710738,0.009387353,0.2572746,0.004017159,0.0007313326,0.0001866562,0.001738409,0.1716404],"genre_scores_gemma":[0.9354008,0.002755444,0.006774908,0.03104615,0.0006945718,0.0005410935,0.0001114717,0.0003132039,0.02236225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9791887,"threshold_uncertainty_score":0.1763108,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003823368,0.0007120353,0.0005876393,0.002336406,0.001805925,0.004133734,0.0006813728,0.001520167,0.8475069],"category_scores_gemma":[0.002201986,0.0002742501,0.0003713396,0.001865888,0.0002813841,0.002533935,0.001067896,0.001239477,0.8040293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007420881,"about_ca_system_score_gemma":0.0006696114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005249281,"about_ca_topic_score_gemma":0.01660025,"domain_scores_codex":[0.9996165,0.00003111189,0.0000166742,0.00006057021,0.0002020324,0.00007308009],"domain_scores_gemma":[0.9984598,0.0001869024,0.00007439647,0.0001921496,0.0007791276,0.0003075983],"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":[0.00003507209,0.00002943963,0.0001226291,0.00005685163,0.000001243876,0.00002644209,0.0000332954,0.000008964317,0.000201739,0.001603734,0.9719089,0.02597172],"study_design_scores_gemma":[0.000007640963,0.00001440022,0.0006958258,0.00003538143,0.000002195834,0.00004279565,0.00006027682,0.00003380733,0.0001673392,0.0003538799,0.9985814,0.000005183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007564562,0.0001908157,0.0001704487,0.0008511801,0.001386312,0.0001021692,0.01082054,0.001138404,0.9845837],"genre_scores_gemma":[0.001939137,0.0001810849,0.000152664,0.0005411619,0.0002225,0.00002381037,0.003451947,0.000224341,0.9932634],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8475069,"threshold_uncertainty_score":0.2175128,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005494315,0.001101736,0.0004373876,0.0005131116,0.005142652,0.004289733,0.0006146705,0.002228501,0.4360709],"category_scores_gemma":[0.001942599,0.0005410327,0.0003703808,0.0003171391,0.0005439623,0.001846777,0.003095478,0.003823232,0.3328849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503288,"about_ca_system_score_gemma":0.001554739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01995273,"about_ca_topic_score_gemma":0.1001682,"domain_scores_codex":[0.9995358,0.00007115441,0.0000129289,0.00009172323,0.0001447987,0.0001436453],"domain_scores_gemma":[0.9974446,0.00006303481,0.00005986684,0.00005949835,0.0003949758,0.001978036],"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":[0.00001801296,0.00001433138,0.000245767,0.00001552891,0.000001474409,0.00007684461,0.0001140689,0.000006627709,0.0001386415,0.0003242912,0.9924624,0.006581977],"study_design_scores_gemma":[0.000003585754,0.00001225176,0.0006140072,0.00002176301,0.000001412609,0.00003404179,0.0007303842,0.00001250909,0.00004598664,0.00005748248,0.9984622,0.000004442959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.004701436,0.003977398,0.001023314,0.1094993,0.1036064,0.0002489945,0.001816106,0.001708002,0.7734191],"genre_scores_gemma":[0.004508802,0.0005944443,0.0002980451,0.00865569,0.001804142,0.00005551003,0.0003137835,0.0002579612,0.9835117],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4360709,"threshold_uncertainty_score":0.8043764,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01750587,0.0008290759,0.0005819682,0.003912898,0.02015777,0.02275274,0.00187938,0.002656326,0.009073287],"category_scores_gemma":[0.03497817,0.001073287,0.000414551,0.003623305,0.02031701,0.0228765,0.01430397,0.005250606,0.002225193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011843,"about_ca_system_score_gemma":0.006825642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02127009,"about_ca_topic_score_gemma":0.06515111,"domain_scores_codex":[0.9876391,0.009703831,0.0002491943,0.0004368415,0.001080715,0.0008902155],"domain_scores_gemma":[0.9721859,0.01797123,0.002202859,0.001785667,0.002234799,0.003619586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001823453,0.00001378434,0.001161928,0.0001118688,0.000004813282,0.0001867805,0.9678532,0.00002235676,0.0001380475,0.004356054,0.01167222,0.01446087],"study_design_scores_gemma":[0.000003178355,0.00001800429,0.001279078,0.0003544049,0.000007376055,0.000107145,0.8676713,0.00002669409,0.00011157,0.001265622,0.1291344,0.00002121066],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4751846,0.01772444,0.01057927,0.0601055,0.003915118,0.0006444251,0.0008435234,0.0006139292,0.4303892],"genre_scores_gemma":[0.9073259,0.01353494,0.007330813,0.008009753,0.0009210582,0.0006702711,0.0004289452,0.0006574708,0.0611209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02275274,"threshold_uncertainty_score":0.09258097,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03371759,0.0009085697,0.001132492,0.003251154,0.006758625,0.005549391,0.001891147,0.001163727,0.002210681],"category_scores_gemma":[0.03805984,0.0005249725,0.0009821099,0.001388256,0.002466623,0.004202825,0.008116133,0.003007314,0.001235546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002798444,"about_ca_system_score_gemma":0.005835975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004888745,"about_ca_topic_score_gemma":0.01041202,"domain_scores_codex":[0.98347,0.009125459,0.0008410567,0.0008521699,0.004316106,0.001395168],"domain_scores_gemma":[0.9646969,0.005882447,0.001831779,0.002938509,0.01295038,0.01170006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006314159,0.03115471,0.3461801,0.0002688217,0.000174576,0.0004837449,0.1844066,0.000735545,0.001375293,0.002202426,0.01330766,0.4190792],"study_design_scores_gemma":[0.0003120288,0.0119105,0.5232603,0.0003887856,0.0001874997,0.0004820717,0.4049381,0.005282113,0.00442892,0.004111837,0.04440731,0.000290541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909942,0.00007720747,0.001424895,0.0006241981,0.00005612529,0.001432287,0.000141309,0.0000689829,0.00518089],"genre_scores_gemma":[0.9851113,0.0002683644,0.005437142,0.0002176041,0.00003940439,0.003784862,0.0004925588,0.000057086,0.004591574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03371759,"threshold_uncertainty_score":0.1783178,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03333809,0.001011897,0.0009528711,0.002340118,0.0312003,0.02081135,0.004078901,0.008228627,0.01162263],"category_scores_gemma":[0.06009421,0.001184557,0.0008871264,0.002008213,0.01889515,0.01830222,0.02882447,0.01053148,0.004388764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384642,"about_ca_system_score_gemma":0.02545866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008754413,"about_ca_topic_score_gemma":0.02228774,"domain_scores_codex":[0.9505617,0.03953556,0.0007071357,0.0009898128,0.002555968,0.005649874],"domain_scores_gemma":[0.9506596,0.02023399,0.002483928,0.002247751,0.003631443,0.0207433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008101635,0.0002475908,0.002645341,0.000277214,0.00002227242,0.0007926499,0.9062454,0.00005862475,0.0004711937,0.004488905,0.04551508,0.03915473],"study_design_scores_gemma":[0.00002018041,0.00007988153,0.0008160966,0.0002196965,0.00001453374,0.0001727644,0.8972943,0.00006702469,0.0001687899,0.003467304,0.09764504,0.00003427255],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5479168,0.00710738,0.009387353,0.2572746,0.004017159,0.0007313326,0.0001866562,0.001738409,0.1716404],"genre_scores_gemma":[0.9354008,0.002755444,0.006774908,0.03104615,0.0006945718,0.0005410935,0.0001114717,0.0003132039,0.02236225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03333809,"threshold_uncertainty_score":0.1763108,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001561488,0.001336753,0.001493259,0.004782976,0.001502117,0.00854316,0.002405217,0.003087303,0.7229753],"category_scores_gemma":[0.01019563,0.0005307376,0.0008157079,0.005690985,0.0009390782,0.005988803,0.003087912,0.0030642,0.6833327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907309,"about_ca_system_score_gemma":0.004222387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404926,"about_ca_topic_score_gemma":0.004006206,"domain_scores_codex":[0.9975557,0.0003915385,0.0002315752,0.0003885771,0.001242461,0.000190147],"domain_scores_gemma":[0.9938717,0.001003032,0.0003817884,0.0006862073,0.003135612,0.000921618],"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":[0.00001006365,0.00001439713,0.00003761764,0.0005555913,0.000003812407,0.00004209662,0.00003148015,0.00001939482,0.00009575562,0.001637615,0.9306561,0.06689616],"study_design_scores_gemma":[0.000002336402,0.000004020677,0.0000650015,0.0002589945,0.000001294761,0.00003735321,0.00002360875,0.000006952509,0.00001365815,0.0003112924,0.9992732,0.000002221587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0003458228,0.04213882,0.001434302,0.01615384,0.04145633,0.0004750388,0.009535619,0.001631422,0.8868287],"genre_scores_gemma":[0.001739588,0.02582023,0.001112416,0.01025268,0.009457517,0.0002743148,0.008505628,0.0007881122,0.9420495],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9914569,"threshold_uncertainty_score":0.3951421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}