{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"eb9d11669336","filters":{"venue":"Contention"}},"results":[{"id":"W3110323208","doi":"10.3167/cont.2020.080205","title":"Environmental Movement Interventions in Tourism and Energy Development in the North Atlantic","year":2020,"lang":"en","type":"article","venue":"Contention","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Grassroots; Tourism; Social movement; Bridging (networking); Resource mobilization; Political science; Opposition (politics); Sociology; Regional science; Public relations","authors":[{"name":"Mark C. J. Stoddart","is_ca":true},{"name":"Alice Mattoni","is_ca":false},{"name":"Elahe Nezhadhossein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03566377010838536,"gpt":0.2552294582227637,"spread":0.2195656881143783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002182147,0.00006036178,0.00008464545,0.0000398934,0.0001412932,0.00004238098,0.0001336554,0.00003506082,0.00006172404],"category_scores_gemma":[0.00004306572,0.00005401301,0.00004112878,0.0001629533,0.00007032412,0.0001265916,0.00003859256,0.00005559241,0.000004510602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174848,"about_ca_system_score_gemma":0.00002472763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004991139,"about_ca_topic_score_gemma":0.1718857,"domain_scores_codex":[0.9991683,0.000143062,0.0001930154,0.0001437281,0.0001961418,0.0001557086],"domain_scores_gemma":[0.9998273,0.00002797937,0.00005404259,0.00004245784,0.000005782452,0.00004243581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003787893,0.0003061058,0.6953256,0.00002579407,0.00002741768,0.00003281353,0.04572242,0.00008443256,0.0004663715,0.02040678,0.001063835,0.2365006],"study_design_scores_gemma":[0.0006463422,0.00003822769,0.9167958,0.00005777446,0.000007592496,1.887432e-7,0.04211469,0.00009127094,0.00004200691,0.0007116054,0.03934956,0.0001449557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956127,0.000351949,0.0004584163,0.001714203,0.00008474764,0.0000990861,7.361831e-7,0.00001300921,0.001665085],"genre_scores_gemma":[0.9985489,0.0002706937,0.0000675037,0.0006466285,0.00007666332,0.00004977193,0.00001196341,0.000003931974,0.00032394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2363556,"threshold_uncertainty_score":0.8432252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308624687","doi":"10.3167/cont.2022.100203","title":"Drive-By Solidarity","year":2022,"lang":"en","type":"article","venue":"Contention","topic":"Social Media and Politics","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":"Simon Fraser University","funders":"","keywords":"Solidarity; Identity (music); Social solidarity; Sociology; Collective identity; Term (time); Social psychology; Political science; Psychology; Law; Aesthetics; Philosophy; Social science","authors":[{"name":"Jared M. Wright","is_ca":false},{"name":"Kaitlin Kelly-Thompson","is_ca":false},{"name":"S. Laurel Weldon","is_ca":true},{"name":"Dan Goldwasser","is_ca":false},{"name":"Rachel L. Einwohner","is_ca":false},{"name":"Valeria Sinclair‐Chapman","is_ca":false},{"name":"Fernando Tormos‐Aponte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04206589198737651,"gpt":0.325935781342348,"spread":0.2838698893549715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001775741,0.00002515047,0.00004369371,0.00001491061,0.0008398409,0.00002111466,0.00008857939,0.00002227816,0.0007848059],"category_scores_gemma":[0.0001222437,0.00003051794,0.00003842225,0.00008724129,0.0000828837,0.00005082589,0.00002616055,0.00008060264,0.00002990849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073173,"about_ca_system_score_gemma":0.00005904922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001813468,"about_ca_topic_score_gemma":0.0002047835,"domain_scores_codex":[0.9993427,0.0001790992,0.00005848996,0.00006432625,0.0002116179,0.0001437744],"domain_scores_gemma":[0.9998012,0.00004016668,0.00002890912,0.00004376152,0.00003289751,0.00005306041],"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":[0.00003012493,0.0002631866,0.0755555,0.000007897155,0.00003201579,0.000007834133,0.07629738,0.000001502877,0.006861624,0.5704912,0.2430194,0.02743233],"study_design_scores_gemma":[0.0001616118,0.00002525145,0.00151639,0.000001117632,0.000007762655,1.781895e-7,0.03431377,0.000008358656,0.0001404476,0.008929209,0.9548356,0.00006031593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496737,0.000173567,0.0002004476,0.003586174,0.002425763,0.0001599167,0.0000241486,0.00008714654,0.04366916],"genre_scores_gemma":[0.9923521,0.00001355556,0.000007084608,0.000371955,0.0002021384,0.00002821644,0.00001553086,0.000002827507,0.007006585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7118162,"threshold_uncertainty_score":0.8593075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775237283","doi":"10.3167/cont.2017.050203","title":"Shutting Down Protest","year":2017,"lang":"en","type":"article","venue":"Contention","topic":"Policing Practices and Perceptions","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":"Summit; Miami; Limiting; Political science; Public administration; Narrative; Architecture; Social movement; Media studies; Sociology; Public service; Criminology; Public relations; Law; Engineering; History; Politics; Geography","authors":[{"name":"Binoy Kampmark","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1660342079816984,"gpt":0.4411792376908933,"spread":0.275145029709195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004039415,0.0000256895,0.00003513993,0.00001363652,0.0020497,0.0002985073,0.0001366489,0.00003240157,0.0001926252],"category_scores_gemma":[0.0004994141,0.00002493925,0.00003100236,0.00001472599,0.0001032662,0.0004847042,0.00001941727,0.00005070562,0.0001988994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002063095,"about_ca_system_score_gemma":0.00002363777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04052811,"about_ca_topic_score_gemma":0.01929865,"domain_scores_codex":[0.9996342,0.00004427843,0.00005494302,0.00006759215,0.00008694124,0.0001120179],"domain_scores_gemma":[0.9996445,0.00002054735,0.0001045314,0.000146798,0.00004868757,0.00003498294],"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":[0.00003498276,0.0001490202,0.2373492,0.00002492854,0.00003426484,0.000004241855,0.05423954,0.00000192584,0.02550052,0.2282687,0.01057487,0.4438178],"study_design_scores_gemma":[0.0001920971,0.00001644389,0.6617417,0.00004314635,0.00001397352,6.126546e-7,0.00220817,0.00006498084,0.0000521952,0.001705787,0.3338729,0.00008794887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.548287,0.000007749228,0.0006506531,0.007838861,0.0005498113,0.0002028101,0.000001975339,0.00006734853,0.4423937],"genre_scores_gemma":[0.9851419,0.00002705465,0.0001153573,0.00007802115,0.0003422594,0.00001043386,0.000001224175,0.000002345651,0.01428139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4437299,"threshold_uncertainty_score":0.9992495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165541898","doi":"10.3167/cont.2021.0902of","title":"A Penchant for Protest?","year":2021,"lang":"en","type":"article","venue":"Contention","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Politics; Odds; Identity (music); General Social Survey; Social psychology; Political activism; Sociology; Exploratory research; Survey data collection; Gender studies; Political science; Logistic regression; Psychology; Social science; Law","authors":[{"name":"Randle J. Hart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07683145943857587,"gpt":0.374114204980445,"spread":0.2972827455418691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001109642,0.00002309375,0.00003969555,0.000004269179,0.0002775024,0.00003910304,0.00003275698,0.00003409288,0.00007270721],"category_scores_gemma":[0.0002575447,0.00002106006,0.00005811686,0.00007081432,0.00003064852,0.00007373844,0.000006266095,0.00001890436,0.00001462146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002818835,"about_ca_system_score_gemma":0.00005156705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128718,"about_ca_topic_score_gemma":0.001973355,"domain_scores_codex":[0.9996807,0.00003013655,0.0000490794,0.00007060335,0.00007539202,0.00009407284],"domain_scores_gemma":[0.9997097,0.00001673987,0.00002159191,0.00002773506,0.0001979013,0.00002634647],"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":[0.00002181854,0.00007583553,0.001444803,0.00002192862,0.00001984763,0.000004383769,0.008625459,4.717308e-7,0.01487678,0.880488,0.003448325,0.09097234],"study_design_scores_gemma":[0.001031951,0.00007485275,0.02260337,0.00007970326,0.00005051056,0.000001811747,0.0532348,0.0004359471,0.001049631,0.1383566,0.782773,0.0003078366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8567057,0.001012103,0.02086758,0.02057472,0.003737548,0.002147916,0.00002950414,0.0003115439,0.09461334],"genre_scores_gemma":[0.9492051,0.0000381318,0.0004117314,0.0001688593,0.0002925487,0.00009051747,0.00002473882,0.000002838208,0.04976556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7793247,"threshold_uncertainty_score":0.2134352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770799356","doi":"10.3167/cont.2017.050202","title":"Never Mind the Ballots","year":2017,"lang":"en","type":"article","venue":"Contention","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ballot; Citizenship; Scholarship; Politics; Democracy; Voting; Political science; State (computer science); Law; Action (physics); Law and economics; Sociology; Public administration","authors":[{"name":"Matthew Hayes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09947052296726286,"gpt":0.2366108684362849,"spread":0.1371403454690221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006204705,0.00003556135,0.0000349503,0.000004630738,0.001427356,0.000199807,0.0001303555,0.00001486744,0.008653433],"category_scores_gemma":[0.00001661998,0.00002048286,0.00004407404,0.00000124018,0.0001501634,0.0002546431,0.0000133879,0.00004405844,0.0003865332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006359266,"about_ca_system_score_gemma":0.000003768825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005778075,"about_ca_topic_score_gemma":0.001724361,"domain_scores_codex":[0.999779,0.00001090521,0.00004728781,0.00005845782,0.00005084004,0.00005351946],"domain_scores_gemma":[0.9996971,0.000003428363,0.00005246921,0.0001939849,0.00004086565,0.00001207501],"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":[0.00001606806,0.00002367728,0.00008544105,0.00000575343,0.00001988717,0.000003231468,0.01913561,9.24094e-8,0.000493991,0.6541269,0.295765,0.03032438],"study_design_scores_gemma":[0.0001082405,0.000007261051,0.0036528,0.000008799384,0.0000103339,5.178454e-7,0.001064089,0.000007586897,0.00001480413,0.0003990918,0.9946915,0.00003496901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1842486,0.0002019232,0.00004599733,0.001565099,0.002698167,0.0001242504,0.000007070613,0.00001897441,0.8110899],"genre_scores_gemma":[0.7113922,7.56984e-7,0.000001102197,0.0002902364,0.0004167957,0.000003790747,0.000002804379,0.000001897878,0.2878904],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6989265,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606811752","doi":"10.3167/cont.2015.030205","title":"2012 Quebec Student Protests","year":2015,"lang":"en","type":"article","venue":"Contention","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":"Université du Québec à Montréal","funders":"","keywords":"Ideology; Government (linguistics); Resistance (ecology); Relation (database); Political science; Sociology; Media studies; Public relations; Public administration; Law; Politics","authors":[{"name":"Audrey Laurin‐Lamothe","is_ca":true},{"name":"Michel Ratté","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05871787004751993,"gpt":0.3055446125251299,"spread":0.2468267424776099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003491584,0.00002499442,0.00004378976,0.00009493197,0.0002658938,0.000206467,0.00008222683,0.00003581481,0.0002554155],"category_scores_gemma":[0.0001204713,0.0000326435,0.000026293,0.0001033987,0.0001470902,0.0002974501,0.00001009693,0.00003808383,0.0005381182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007609806,"about_ca_system_score_gemma":0.0005221695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7705939,"about_ca_topic_score_gemma":0.993443,"domain_scores_codex":[0.9994785,0.00006581883,0.00006680939,0.00007310953,0.0002055552,0.000110165],"domain_scores_gemma":[0.9996071,0.000005452794,0.00003246879,0.00006352297,0.0001450315,0.0001464613],"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":[0.00003093744,0.0001833397,0.007998515,0.00001264915,0.00002567206,0.00002407124,0.04872824,0.00000201303,0.000252924,0.2036883,0.6448963,0.09415709],"study_design_scores_gemma":[0.0001617393,0.00001034766,0.02397523,0.000007315744,0.0000053571,1.907743e-7,0.00315589,8.3473e-7,0.000001295281,0.0003846123,0.9722517,0.00004546791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5183654,0.003538201,0.00077718,0.007616138,0.005153493,0.001218612,0.000008618813,0.0002731229,0.4630493],"genre_scores_gemma":[0.6884148,0.0000190295,0.00001958749,0.000103127,0.0002739837,0.00002176279,0.000003824647,0.000003631348,0.3111402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3273555,"threshold_uncertainty_score":0.69166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2261535759","doi":"10.3167/cont.2014.020201","title":"Politics, Consumption, or Nihilism","year":2014,"lang":"en","type":"article","venue":"Contention","topic":"Philippine History and Culture","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":"Capitalism; Politics; Authoritarianism; Political economy; Front (military); Consumption (sociology); Political science; Democracy; End of history; Nihilism; Economic history; Economy; Sociology; History; Economics; Geography; Law; Social science","authors":[{"name":"Joseph Ibrahim","is_ca":false},{"name":"David Waddington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06139263364701841,"gpt":0.3201128310368866,"spread":0.2587201973898682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002695424,0.00003931107,0.00005706502,0.000018874,0.00042428,0.00002442787,0.00007754746,0.00005762938,0.00130232],"category_scores_gemma":[0.0002992074,0.00003302713,0.00003650977,0.00004290758,0.000153673,0.000126524,0.000006627441,0.00004656434,0.0003124241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005176312,"about_ca_system_score_gemma":0.00002937888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001280807,"about_ca_topic_score_gemma":0.0009406251,"domain_scores_codex":[0.9994696,0.0001162151,0.00008068709,0.00009255012,0.0001150915,0.0001258058],"domain_scores_gemma":[0.9997093,0.00002122952,0.00003595579,0.00007779882,0.00008930662,0.00006637709],"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":[0.00001660609,0.00004163459,0.001982313,0.00001372853,0.000008075429,0.000001087406,0.00808723,3.120556e-7,0.0008594199,0.9491946,0.03251364,0.0072814],"study_design_scores_gemma":[0.0001999282,0.00001571109,0.006966793,0.00001330803,0.000008703747,7.073664e-7,0.0006887374,0.000009140896,0.00002747868,0.005194464,0.9868128,0.00006222718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5939745,0.0005922412,0.004431922,0.005387858,0.003713647,0.0004265765,0.00001053279,0.000474316,0.3909884],"genre_scores_gemma":[0.9078146,0.00002644391,0.00002676251,0.0004575601,0.0004185168,0.000005396643,0.000007006339,0.000002709104,0.09124099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9542992,"threshold_uncertainty_score":0.9996106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255080032","doi":"10.3167/cont.2017.050201","title":"Editorial","year":2017,"lang":"es","type":"editorial","venue":"Contention","topic":"Commonwealth, Australian Politics and Federalism","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","authors":[{"name":"Benjamin Abrams","is_ca":false},{"name":"Giovanni A. Travaglino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04605300640727079,"gpt":0.3710387992233111,"spread":0.3249857928160403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001326768,0.0004087006,0.000625881,0.0001145126,0.002616932,0.001814284,0.001097767,0.002057574,0.0002586059],"category_scores_gemma":[0.002001441,0.0004418005,0.000503529,0.00006374012,0.0006175144,0.0004323745,0.0001487803,0.001110218,0.0006695656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003863299,"about_ca_system_score_gemma":0.001054695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016487,"about_ca_topic_score_gemma":0.003156052,"domain_scores_codex":[0.9959245,0.0003437533,0.0005840294,0.0006227752,0.001677363,0.0008476042],"domain_scores_gemma":[0.9966295,0.0003125885,0.0009400457,0.0008048386,0.0009342952,0.000378681],"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":[0.00007988556,0.00007655603,0.00002844101,0.00007860956,0.00005838642,0.000004900672,0.000637922,5.62549e-8,0.00001280674,0.02895617,0.9674819,0.002584354],"study_design_scores_gemma":[0.001133904,0.0001276659,0.0001938921,0.0003072635,0.0001349498,2.006416e-7,0.0002371213,0.000003231551,0.000002697269,0.007178691,0.990224,0.0004563881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001596837,0.0001002155,0.00001840693,0.001462974,0.9397835,0.000491323,0.0003221133,0.00007894821,0.05758282],"genre_scores_gemma":[0.02285227,0.001469566,0.000006208561,0.0000223008,0.9024399,0.00002999511,0.0003474602,0.00004154912,0.07279079],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03734365,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160889095","doi":"10.3167/cont.2021.090103","title":"The Relationship between Dimensions of Collective Action, Introversion/ Extroversion, and Collective Action Endorsement among Women","year":2021,"lang":"en","type":"article","venue":"Contention","topic":"Social and Intergroup Psychology","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":"Wilfrid Laurier University","funders":"","keywords":"Extraversion and introversion; Collective action; Social psychology; Psychology; Action (physics); Personality; Trait; Big Five personality traits; Political science; Computer science","authors":[{"name":"Adrianna Tassone","is_ca":true},{"name":"Mindi D. Foster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08925976392059182,"gpt":0.3525849204290998,"spread":0.263325156508508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005161999,0.00007491751,0.000140275,0.00006689402,0.001676492,0.00004661918,0.00006831481,0.0001190532,0.0000868822],"category_scores_gemma":[0.001720141,0.00006024836,0.00006843634,0.0004947784,0.0003739006,0.0002477012,0.00004500045,0.0001456049,0.000006192965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007441069,"about_ca_system_score_gemma":0.0002144159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003576177,"about_ca_topic_score_gemma":0.001453574,"domain_scores_codex":[0.998632,0.0005206228,0.0002171684,0.0002039595,0.0002239527,0.0002023019],"domain_scores_gemma":[0.9979752,0.00121131,0.0001980522,0.0001023066,0.0004341248,0.00007905963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002583924,0.000111622,0.9270036,0.000009670061,0.0001877195,0.000001598081,0.02893198,9.468699e-7,0.005024889,0.0149923,0.0175868,0.005890483],"study_design_scores_gemma":[0.000600138,0.0001087918,0.8818108,0.00002300416,0.00003670374,5.179443e-7,0.08871181,0.000004922319,0.0005014014,0.01918838,0.008940085,0.00007341615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908289,0.0001025498,0.0004995695,0.001317278,0.0008917755,0.0002867885,0.000007280013,0.00002634952,0.006039511],"genre_scores_gemma":[0.974892,0.0001742233,0.00001720993,0.00004646181,0.0001479879,0.00004569026,0.000008496265,0.000005352705,0.0246626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05977983,"threshold_uncertainty_score":0.9996232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}