{"meta":{"query_hash":"1c27fecabef1","filters":{"venue":"Open Scholarship Initiative Proceedings"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1c27fecabef1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Open+Scholarship+Initiative+Proceedings"},"results":[{"id":"W2310619103","doi":"10.13021/g8x88s","title":"What Is Open?","year":2016,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Research Libraries","funders":"","keywords":"Open access publishing; Publishing; Computer science; World Wide Web; Point (geometry); Open data; Internet privacy; Public relations; Political science; Law; Mathematics","score_opus":0.7956964088141127,"score_gpt":0.6277129605866717,"score_spread":0.16798344822744105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310619103","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010508508,0.020112004,0.011477469,0.4879146,0.010726475,0.00008619125,0.00047093505,0.00012566085,0.45857826],"genre_scores_gemma":[0.6842728,0.04369723,0.012655437,0.14536986,0.016157486,0.0004626086,0.0011571642,0.00057283835,0.095654495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9556166,0.019628042,0.0023347642,0.0043488657,0.014682363,0.0033893974],"domain_scores_gemma":[0.9476194,0.025350502,0.004119484,0.0071320934,0.009101874,0.006676751],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.025983334,0.0004673681,0.0014700581,0.0035209935,0.008594363,0.03176027,0.001906709,0.0070635746,0.022983596],"category_scores_gemma":[0.08441531,0.00037157102,0.000884009,0.004808107,0.031446733,0.040237952,0.007958372,0.008137515,0.0070068603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029709881,0.000036928734,0.0018452494,0.00034339988,0.000032357166,0.00018333699,0.0071954685,0.0000888199,0.00012551082,0.85930383,0.06455414,0.06626127],"study_design_scores_gemma":[0.0000061855917,0.000013898258,0.00081104087,0.0010991544,0.000017894148,0.00019485783,0.012090589,0.000073415205,0.00013644468,0.504626,0.48090068,0.000029823055],"about_ca_topic_score_codex":0.003575991,"about_ca_topic_score_gemma":0.0037188083,"teacher_disagreement_score":0.9980933,"about_ca_system_score_codex":0.0054059257,"about_ca_system_score_gemma":0.0143787805,"threshold_uncertainty_score":0.13741463},"labels":[],"label_agreement":null},{"id":"W2310855618","doi":"10.13021/g8w89v","title":"Participation in the Current System","year":2016,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; Dartmouth College; University of Washington","keywords":"Incentive; Publishing; Current (fluid); Public relations; Perception; Business; Political science; Psychology; Economics; Engineering; Electrical engineering; Microeconomics; Law","score_opus":0.7892528846793322,"score_gpt":0.635582024760357,"score_spread":0.15367085991897522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310855618","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42083922,0.00070349226,0.012537751,0.05253267,0.0011342373,0.00038084076,0.0005037135,0.00023603544,0.5111321],"genre_scores_gemma":[0.9522131,0.00027213912,0.0031080672,0.003779898,0.0005301774,0.00023346544,0.0003056744,0.00006679049,0.039490562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9594352,0.019318352,0.0019524215,0.0047409837,0.009393035,0.0051599536],"domain_scores_gemma":[0.92211384,0.017869852,0.009194473,0.013615719,0.013274695,0.023931384],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.024877736,0.00025393043,0.00054591184,0.0018412541,0.007683284,0.014877663,0.0020716528,0.002810061,0.045381673],"category_scores_gemma":[0.057206936,0.00029989955,0.0005147642,0.002457744,0.004571227,0.009971624,0.007782012,0.0032272667,0.005603653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006294506,0.0016783141,0.17336175,0.0005519659,0.0001786872,0.00053309725,0.06936115,0.0004848951,0.0052333726,0.46867472,0.061601747,0.2177108],"study_design_scores_gemma":[0.00021142878,0.00072411285,0.089607164,0.0004165041,0.00015396286,0.00062048866,0.043121446,0.001786509,0.0016581465,0.1231028,0.7384445,0.00015284515],"about_ca_topic_score_codex":0.0028463195,"about_ca_topic_score_gemma":0.0037824863,"teacher_disagreement_score":0.99815875,"about_ca_system_score_codex":0.004614537,"about_ca_system_score_gemma":0.010930191,"threshold_uncertainty_score":0.15181679},"labels":[],"label_agreement":null},{"id":"W2767274221","doi":"10.13021/g8osi.1.2017.1936","title":"Impact Factors Workgroup Report","year":2017,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workgroup; Computer science; Process management; Engineering management; Risk analysis (engineering); Engineering; Business","score_opus":0.3727933690247938,"score_gpt":0.5247707420148136,"score_spread":0.15197737299001973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767274221","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039980765,0.0038851874,0.016651586,0.06683782,0.050156526,0.0070762723,0.13195169,0.008448481,0.71099436],"genre_scores_gemma":[0.030277211,0.008325285,0.025190894,0.012111814,0.014444364,0.010310478,0.22339563,0.008405774,0.6675385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9397808,0.0071053565,0.004141975,0.0027591083,0.040979315,0.005233441],"domain_scores_gemma":[0.8099845,0.015471073,0.0055590365,0.017724141,0.12834136,0.022919891],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.071333416,0.0029955963,0.0018390198,0.023129266,0.0058113444,0.018161254,0.0055842157,0.004413858,0.2134501],"category_scores_gemma":[0.11073801,0.0012251678,0.0035266243,0.015145167,0.0013825148,0.008740021,0.008846949,0.007501129,0.2260174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009040775,0.0001479669,0.0014471264,0.0002774996,0.000019890389,0.000031340955,0.00023055536,0.00009627876,0.00021602295,0.003549572,0.9548017,0.03909164],"study_design_scores_gemma":[0.0000191295,0.00006809768,0.004538004,0.00039563188,0.000024554005,0.00002463455,0.00045944308,0.00007066629,0.00040665272,0.0017630991,0.9921858,0.00004451833],"about_ca_topic_score_codex":0.023943525,"about_ca_topic_score_gemma":0.01567145,"teacher_disagreement_score":0.9768707,"about_ca_system_score_codex":0.006206663,"about_ca_system_score_gemma":0.0438715,"threshold_uncertainty_score":0.71406174},"labels":[],"label_agreement":null},{"id":"W2767773742","doi":"10.13021/g8osi.1.2017.1929","title":"Scholarly Libraries &amp; Library Groups Stakeholder Report","year":2017,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Viewpoints; Stakeholder; Bridging (networking); Knowledge management; Public relations; Face (sociological concept); Set (abstract data type); Digital library; Computer science; World Wide Web; Political science; Sociology; Library science; Social science","score_opus":0.1806584001545904,"score_gpt":0.3078312336840089,"score_spread":0.1271728335294185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767773742","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.141428,0.0009263166,0.0075887465,0.109551966,0.0016894314,0.011091062,0.01851924,0.0012251226,0.7079801],"genre_scores_gemma":[0.39866668,0.0007976597,0.009182093,0.030305222,0.00066755194,0.00860949,0.009461018,0.0006302646,0.54168004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97919774,0.006740422,0.00090583984,0.0008432955,0.008576361,0.0037363777],"domain_scores_gemma":[0.97316915,0.0071194153,0.001043301,0.0011203692,0.013423848,0.0041239215],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.031352077,0.0005981492,0.00045878824,0.0056105256,0.013659412,0.0076155895,0.0027217309,0.006165347,0.04609974],"category_scores_gemma":[0.024620736,0.000526651,0.00044049643,0.0055455556,0.0013037476,0.003388767,0.007415474,0.0030859401,0.010691553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052161457,0.0006565286,0.012013817,0.001392543,0.00002807434,0.0030901784,0.07227482,0.00056292885,0.009433356,0.03099459,0.78382385,0.08520766],"study_design_scores_gemma":[0.00002926941,0.000100328885,0.009462881,0.00023074575,0.000012585435,0.00021344666,0.0868968,0.00034893176,0.0037153356,0.0022411009,0.8966808,0.00006786443],"about_ca_topic_score_codex":0.03333219,"about_ca_topic_score_gemma":0.04479098,"teacher_disagreement_score":0.9972783,"about_ca_system_score_codex":0.010410421,"about_ca_system_score_gemma":0.024175676,"threshold_uncertainty_score":0.1658076},"labels":[],"label_agreement":null},{"id":"W2768072253","doi":"10.13021/g8osi.1.2017.1933","title":"Culture of Communication Workgroup Report","year":2017,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Research Libraries","funders":"Canadian Association of Research Libraries; Villanova University; George Washington University; Dartmouth College; Association of Research Libraries","keywords":"Workgroup; General partnership; Public relations; Skepticism; Work (physics); Knowledge management; Business; Political science; Computer science; Engineering","score_opus":0.2770608734272126,"score_gpt":0.45410200012790947,"score_spread":0.17704112670069688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768072253","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15354337,0.002208651,0.0169665,0.28942192,0.02847759,0.002808167,0.0027922378,0.0013055592,0.5024761],"genre_scores_gemma":[0.64947444,0.00216848,0.007582422,0.019621948,0.0031591149,0.0051637795,0.0036402221,0.0012012956,0.3079883],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.94313926,0.029201517,0.0026257888,0.0035383962,0.015254658,0.006240359],"domain_scores_gemma":[0.8607669,0.030266473,0.0058882423,0.016004631,0.047138844,0.03993487],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.061302368,0.00092332397,0.00061107846,0.0045688474,0.029192667,0.02441758,0.003684886,0.003962193,0.028728586],"category_scores_gemma":[0.083976544,0.00059261644,0.0007431524,0.003791753,0.0069398903,0.0105006285,0.021960504,0.010467574,0.007941097],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001597924,0.0009034032,0.012570137,0.00034430795,0.000036241614,0.0005556269,0.32664317,0.00021124141,0.0017641089,0.0685909,0.45483154,0.13338956],"study_design_scores_gemma":[0.000019589086,0.0001692544,0.005911518,0.00030592646,0.000013482849,0.00013944066,0.19067025,0.00018921042,0.0009904774,0.0045770523,0.7969154,0.000098421195],"about_ca_topic_score_codex":0.018597098,"about_ca_topic_score_gemma":0.012279531,"teacher_disagreement_score":0.9755824,"about_ca_system_score_codex":0.01326079,"about_ca_system_score_gemma":0.028966805,"threshold_uncertainty_score":0.32420176},"labels":[],"label_agreement":null},{"id":"W4230240615","doi":"10.13021/g8z883","title":"Report from the Participation in the Current System Workgroup","year":2016,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workgroup; Incentive; Publishing; Public relations; Perception; Current (fluid); Political science; Business; Psychology; Computer science; Economics; Engineering; Law; Electrical engineering; Microeconomics","score_opus":0.7439589407594891,"score_gpt":0.6102823415491192,"score_spread":0.1336765992103699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230240615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7033947,0.0003518504,0.003718653,0.017369365,0.0033203536,0.0031349652,0.06487254,0.0007500178,0.20308752],"genre_scores_gemma":[0.6041378,0.00071476947,0.0037733244,0.0042062355,0.0019288933,0.006336528,0.044296082,0.00037410922,0.33423236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906379,0.002713919,0.00048613988,0.0006275783,0.0037848535,0.001749547],"domain_scores_gemma":[0.939872,0.013653143,0.006393954,0.0064878995,0.022664635,0.010928302],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009138676,0.00071664585,0.0004706669,0.003823332,0.0048854756,0.003971783,0.0012707829,0.0020839414,0.06072137],"category_scores_gemma":[0.030282455,0.0003835005,0.00073608296,0.002963963,0.0009530517,0.0018016342,0.004711978,0.0028951506,0.025904858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026353323,0.005352785,0.38969427,0.00077972666,0.00020681882,0.0014240494,0.031909537,0.0004695739,0.0060586003,0.005082302,0.3946413,0.16174574],"study_design_scores_gemma":[0.00013326557,0.0013700025,0.65484643,0.00019593441,0.000102255355,0.00027729734,0.060348846,0.0005023158,0.00498158,0.0014429699,0.27564928,0.00014977378],"about_ca_topic_score_codex":0.0150495265,"about_ca_topic_score_gemma":0.016241964,"teacher_disagreement_score":0.99617666,"about_ca_system_score_codex":0.0015162571,"about_ca_system_score_gemma":0.0039106105,"threshold_uncertainty_score":0.20313323},"labels":[],"label_agreement":null},{"id":"W4233559762","doi":"10.13021/g8vg6g","title":"Report from the \"What Is Open?\" Workgroup","year":2016,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Research Libraries","funders":"","keywords":"Workgroup; Openness to experience; Computer science; Publishing; Scholarship; World Wide Web; Open data; Point (geometry); Data science; Political science; Psychology; Mathematics; Law","score_opus":0.7550313351757388,"score_gpt":0.6000422360617933,"score_spread":0.15498909911394554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233559762","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071330676,0.009803354,0.0061067105,0.4607162,0.1326483,0.0028801376,0.04132167,0.0011615171,0.33822903],"genre_scores_gemma":[0.036954876,0.009405697,0.005442074,0.11340172,0.038567565,0.007849212,0.054071695,0.0023039542,0.7320033],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861415,0.0026766772,0.00057304156,0.0013054131,0.007115351,0.0021879326],"domain_scores_gemma":[0.9562554,0.010717561,0.0018439238,0.0037655183,0.018077359,0.009340221],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.020920167,0.0014201548,0.00089234515,0.004160914,0.0054683667,0.00863534,0.0028221644,0.008147497,0.13246481],"category_scores_gemma":[0.04167288,0.0004739221,0.0015893944,0.0034180894,0.0017297223,0.0077360473,0.013231467,0.007098646,0.07275699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063646425,0.00003882851,0.00027604646,0.00015916562,0.000004077955,0.000029827037,0.000527959,0.000029039393,0.00020321435,0.0033636752,0.9828531,0.012451536],"study_design_scores_gemma":[0.000013543683,0.000021489848,0.0010281515,0.0002592335,0.000006191254,0.00001452978,0.0010399977,0.000033960707,0.00033795333,0.00190049,0.995331,0.000013468564],"about_ca_topic_score_codex":0.007592359,"about_ca_topic_score_gemma":0.0068894946,"teacher_disagreement_score":0.99717784,"about_ca_system_score_codex":0.005242287,"about_ca_system_score_gemma":0.014013157,"threshold_uncertainty_score":0.44313896},"labels":[],"label_agreement":null},{"id":"W4240264479","doi":"10.13021/g87k5j","title":"Impact Factors","year":2016,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Readability; Openness to experience; Visibility; Quality (philosophy); Key (lock); Scholarship; Publishing; Public relations; Tracking (education); Political science; Marketing; Business; Computer science; Sociology; Psychology; Social psychology; Law; Computer security; Epistemology; Pedagogy; Geography","score_opus":0.8111945142120909,"score_gpt":0.6407476752294909,"score_spread":0.17044683898259994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240264479","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11658583,0.009718764,0.029380305,0.008495917,0.0027340346,0.007647579,0.115407705,0.0019192102,0.70811063],"genre_scores_gemma":[0.75336915,0.006831672,0.052245047,0.0031523334,0.0015179329,0.006923292,0.054388694,0.0009871416,0.12058463],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9584012,0.0073892153,0.0051955567,0.0021924202,0.024986478,0.0018351474],"domain_scores_gemma":[0.88959163,0.048445575,0.011276603,0.006276608,0.03865514,0.005754446],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.022453986,0.0012997438,0.001649333,0.019072413,0.0017016821,0.005463828,0.0014668503,0.0013579031,0.091959074],"category_scores_gemma":[0.12244362,0.0003319634,0.0031587896,0.022811547,0.001511296,0.004143689,0.002834711,0.0020420826,0.025313852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012844943,0.0010050538,0.21764721,0.005407214,0.0010754371,0.0002578244,0.004061954,0.002032622,0.0013503539,0.04945969,0.21099101,0.50542706],"study_design_scores_gemma":[0.00012099355,0.0009313953,0.23819873,0.0018303472,0.0005627407,0.000633481,0.003998349,0.0009837424,0.0010556129,0.022133188,0.7293142,0.00023712624],"about_ca_topic_score_codex":0.0047807433,"about_ca_topic_score_gemma":0.0062757726,"teacher_disagreement_score":0.9809276,"about_ca_system_score_codex":0.0037809573,"about_ca_system_score_gemma":0.0060755033,"threshold_uncertainty_score":0.30763376},"labels":[],"label_agreement":null},{"id":"W4244994113","doi":"10.13021/g89k55","title":"The Journal Impact Factor and its discontents: steps toward responsible metrics and better research assessment","year":2016,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Impact factor; Citation; Scholarship; Declaration; Citation impact; Quality (philosophy); Political science; Metric (unit); Public relations; Computer science; Library science; Business; Marketing; Law","score_opus":0.9026090047239823,"score_gpt":0.6611413626244598,"score_spread":0.24146764209952254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244994113","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":"methods","domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014805439,0.013145431,0.07400531,0.87021714,0.021897474,0.0010431112,0.000483319,0.0016739881,0.016053602],"genre_scores_gemma":[0.088534385,0.030903753,0.65818626,0.1556979,0.03087163,0.013150182,0.0020796447,0.005982849,0.014593457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.31574467,0.35965326,0.09571189,0.015831534,0.20346417,0.009594519],"domain_scores_gemma":[0.07198416,0.5767623,0.03651519,0.06919916,0.21781152,0.027727596],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.67146903,0.004787493,0.009409606,0.048841093,0.026474081,0.124486595,0.015389579,0.030459767,0.008420284],"category_scores_gemma":[0.82939994,0.0046602627,0.005439213,0.051959835,0.06585835,0.10010625,0.037538655,0.068526715,0.0091183055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000864113,0.00032237422,0.0047526155,0.0030905234,0.00018337989,0.0001347537,0.017534064,0.0007676421,0.00054918614,0.38121027,0.34349087,0.24787791],"study_design_scores_gemma":[0.00005891934,0.00017345868,0.003736011,0.009379082,0.000075544995,0.00015964759,0.013145577,0.0018980901,0.0008209478,0.3444549,0.6256066,0.00049123855],"about_ca_topic_score_codex":0.016358271,"about_ca_topic_score_gemma":0.008828104,"teacher_disagreement_score":0.9511589,"about_ca_system_score_codex":0.047655106,"about_ca_system_score_gemma":0.21112618,"threshold_uncertainty_score":0.40513724},"labels":[],"label_agreement":null}]}