{"id":"W4212937724","doi":"10.1017/s1752971921000117","title":"Preface","year":2022,"lang":"en","type":"article","venue":"International Theory","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Content (measure theory); Computer science; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000562552,0.00002634951,0.00002701621,0.00003049647,0.0005895302,0.00003426516,0.000281561,0.00001223533,0.01615534],"category_scores_gemma":[0.0001249139,0.00002916027,0.00006195698,0.00007135057,0.00006337686,0.00008129403,0.00006587283,0.0001189135,0.0001707992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829536,"about_ca_system_score_gemma":0.0000573366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002262504,"about_ca_topic_score_gemma":0.0000195116,"domain_scores_codex":[0.9992494,0.0002017479,0.00006578054,0.00007369239,0.0003310361,0.00007832739],"domain_scores_gemma":[0.9996943,0.0001460573,0.00003079591,0.00005513161,0.00004255322,0.00003109676],"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":[0.00001051132,0.00003193086,0.0002065696,1.262507e-7,0.00001850758,0.000001527226,0.009467297,0.00008633142,0.00005517292,0.9587262,0.02981638,0.001579506],"study_design_scores_gemma":[0.00005369271,0.000005554096,0.0001429604,6.999379e-7,0.000001366828,0.000001757007,0.01519854,0.00002516211,0.00001502874,0.08663098,0.8978903,0.00003397058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03132975,0.00004602902,0.0006014577,0.01177572,0.002867015,0.00006541152,0.00001497141,0.00008576104,0.9532139],"genre_scores_gemma":[0.8997714,0.00003948947,0.00006121513,0.002005232,0.0001936864,0.00003289034,0.000005830548,0.000003496849,0.09788677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8720952,"threshold_uncertainty_score":0.984744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780894216496818,"score_gpt":0.3591726446962102,"score_spread":0.341363702531242,"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."}}