{"id":"W6910596586","doi":"10.48448/5sy7-yf52","title":"** PLENARY - W2 ** - Brian Wilson, U.Toronto (DPMB/DAMOPC) (DPMB/DPAMPC)","year":2021,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001415082,0.0005677998,0.00110683,0.0006906251,0.0005177266,0.0005348875,0.001557636,0.0003367271,0.1069007],"category_scores_gemma":[0.0002231926,0.0006469673,0.0002529535,0.0007567329,0.001463401,0.0005376592,0.0008059606,0.0002991809,0.01365966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007597466,"about_ca_system_score_gemma":0.000366344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006189889,"about_ca_topic_score_gemma":0.004031103,"domain_scores_codex":[0.9955669,0.00001948047,0.0009578388,0.002098503,0.0002171215,0.001140153],"domain_scores_gemma":[0.9973389,0.00004903567,0.0008305743,0.001326774,0.0000897528,0.0003649881],"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":[0.000004061462,0.0001255017,0.0007164492,0.00005617475,0.0001225904,0.00002111973,0.0003525751,0.00001245205,0.00001423381,0.04946736,0.9476511,0.001456335],"study_design_scores_gemma":[0.0004770807,0.00004387405,0.0003483408,0.000112033,0.00001852509,0.00001077069,0.0009660752,0.001082637,0.0000112675,0.001688434,0.9944329,0.0008080755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001008625,0.01702681,0.0003847405,0.0003969028,0.009387044,0.0003510083,0.001037091,0.0002008851,0.9711146],"genre_scores_gemma":[0.002466348,0.00224269,0.002679407,0.0006855213,0.0009665952,0.00002956463,0.0001434075,0.0002364177,0.99055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09324101,"threshold_uncertainty_score":0.9995981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04388732272393757,"score_gpt":0.2428352873364195,"score_spread":0.1989479646124819,"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."}}