{"id":"W4206743860","doi":"10.1109/acsos52086.2021.00017","title":"SOCO 2021 Committee","year":2021,"lang":"en","type":"article","venue":"","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005308575,0.001093301,0.00104618,0.00317689,0.002887775,0.00669922,0.002144371,0.006013384,0.4026843],"category_scores_gemma":[0.009021537,0.000494222,0.001307112,0.001308838,0.0007716137,0.001760719,0.003190147,0.003405885,0.3597561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003015886,"about_ca_system_score_gemma":0.009542722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006593331,"about_ca_topic_score_gemma":0.01903849,"domain_scores_codex":[0.9963225,0.0003838753,0.0001366536,0.0004168696,0.001953445,0.0007865764],"domain_scores_gemma":[0.9895244,0.0004979182,0.0003196978,0.0005987381,0.005942082,0.003117289],"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":[0.00005133571,0.00001464992,0.00009517516,0.00007224309,0.000003445568,0.00002753311,0.000007639173,0.00003428846,0.0001672196,0.00255529,0.9842082,0.01276302],"study_design_scores_gemma":[0.000009416041,0.000008836311,0.0002930835,0.0000529011,0.000002266986,0.00001458665,0.00001430033,0.00004323765,0.00008990974,0.0005586324,0.9989092,0.000003712066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00143578,0.004352816,0.002689185,0.03852712,0.08081608,0.00114654,0.01116882,0.001287707,0.8585759],"genre_scores_gemma":[0.001938996,0.0006734023,0.0005753311,0.005524669,0.005521472,0.000255698,0.003292316,0.0003849058,0.9818334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5973157,"threshold_uncertainty_score":0.8519983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04574128797725816,"score_gpt":0.2393395101556294,"score_spread":0.1935982221783712,"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."}}