{"id":"W4237693172","doi":"10.1017/s1481803500006485","title":"Precipice","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Columbian Hospital","funders":"","keywords":"Medicine","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":[0.0002443888,0.00007013769,0.0001636127,0.000017304,0.0002628933,0.000002364843,0.000151041,0.00004447871,0.01620906],"category_scores_gemma":[0.0001855406,0.00002497588,0.00007706227,0.0002721481,0.00005964413,0.00006636642,0.000002673876,0.0001244748,0.00001782991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003641983,"about_ca_system_score_gemma":0.00001792512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005229934,"about_ca_topic_score_gemma":0.069271,"domain_scores_codex":[0.9991724,0.00003671554,0.0003489166,0.00006986327,0.0001461837,0.0002259159],"domain_scores_gemma":[0.9990782,0.00004822403,0.0001265551,0.00002449007,0.0002285328,0.0004940449],"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":[0.000002242995,0.00001696209,0.02862201,0.00001177073,0.00002393431,0.00001412022,0.001588263,4.974279e-7,0.001030007,0.0001334981,0.9609805,0.007576132],"study_design_scores_gemma":[0.0001558454,0.000497642,0.08893497,0.00006251298,0.00002071415,0.00001120929,0.001605346,0.000006179631,0.000009413225,0.0006518527,0.9079643,0.0000800458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8689141,0.02872918,0.000003422992,0.07278659,0.007886911,0.0001167621,0.00001876358,0.000009611213,0.02153463],"genre_scores_gemma":[0.9831752,0.009528365,0.00002023141,0.000502152,0.00375711,0.000001168903,0.000002700144,7.123165e-7,0.003012427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114261,"threshold_uncertainty_score":0.9846902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459282002974422,"score_gpt":0.2985353272733005,"score_spread":0.1526071269758582,"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."}}