{"id":"W3043242154","doi":"10.33137/ijidi.v4i2.33596","title":"A Matter of Facts","year":2020,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Education, Psychology, and Complexity Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002514933,0.0005106335,0.0009158323,0.00298862,0.001210077,0.006115948,0.001480985,0.003393628,0.06112992],"category_scores_gemma":[0.01888747,0.0003533353,0.0005720641,0.002992561,0.00175155,0.005372472,0.001368193,0.006757748,0.04448566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002759884,"about_ca_system_score_gemma":0.003846911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00601679,"about_ca_topic_score_gemma":0.01167772,"domain_scores_codex":[0.997339,0.0003381441,0.0001172949,0.0002771051,0.001761906,0.0001665555],"domain_scores_gemma":[0.9884419,0.003579602,0.000474328,0.0005128729,0.006160969,0.0008304135],"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":[0.000004475567,0.000004906662,0.0000236511,0.0001015497,0.000002921331,0.00002312649,0.00001998421,0.00001682188,0.00002225605,0.003423569,0.9741037,0.02225305],"study_design_scores_gemma":[0.000001539513,0.000002592468,0.0000500889,0.0002110896,0.000002110906,0.00005451091,0.00001723365,0.000005518964,0.00001313139,0.0009598726,0.9986796,0.000002604931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004244503,0.2961188,0.0009421051,0.387571,0.2079855,0.00005030596,0.0008375649,0.0002406489,0.1058296],"genre_scores_gemma":[0.004423289,0.1908576,0.00128075,0.2208011,0.1520474,0.00008748696,0.0008776135,0.0003569963,0.4292678],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06112992,"threshold_uncertainty_score":0.2045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125244616108224,"score_gpt":0.3729846167384442,"score_spread":0.2604601551276218,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}