{"id":"W4412901567","doi":"10.1353/mos.2023.a966647","title":"Introduction","year":2023,"lang":"en","type":"article","venue":"Mosaic","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001443247,0.0008105384,0.0003611448,0.00153432,0.001558709,0.004897152,0.001672669,0.001838039,0.5688757],"category_scores_gemma":[0.004297714,0.0002623864,0.000613229,0.0009772438,0.0007640641,0.002401212,0.002589266,0.002120777,0.4242616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205073,"about_ca_system_score_gemma":0.002436577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926942,"about_ca_topic_score_gemma":0.003999444,"domain_scores_codex":[0.9988925,0.0001460899,0.00003722229,0.0002295835,0.0005585221,0.0001361772],"domain_scores_gemma":[0.997776,0.0002559331,0.00007629666,0.0003008006,0.001067182,0.0005238507],"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":[0.000070161,0.00005465885,0.0005459944,0.0001671298,0.000004608897,0.00008992525,0.0002428931,0.00009245598,0.0009575794,0.04711089,0.7821386,0.1685252],"study_design_scores_gemma":[0.000003475107,0.000007376937,0.0001950153,0.00005778875,0.000001774221,0.00004932395,0.00006833078,0.00003213849,0.000193149,0.002552502,0.9968352,0.000003914602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001124095,0.0009273983,0.0101449,0.009147237,0.007716772,0.0002010987,0.003991123,0.002484295,0.9642631],"genre_scores_gemma":[0.006475505,0.0008916081,0.005319293,0.004310946,0.001618243,0.0001658895,0.003579461,0.0008421751,0.9767969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4311243,"threshold_uncertainty_score":0.6149465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671698679648673,"score_gpt":0.2565348541742307,"score_spread":0.2398178673777439,"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."}}