{"id":"W1525332035","doi":"","title":"Avaluator's Obvious Clues Prevention Values Are Inflated: Evidence From Canadian Avalanche Accidents","year":2009,"lang":"en","type":"article","venue":"International Snow Science Workshop, Davos 2009, Proceedings","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Poison control; Psychology; Environmental health; Medicine","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":[0.001389941,0.0003298864,0.0002453859,0.0003029553,0.0006943749,0.0007872317,0.001964297,0.0002388637,0.002089495],"category_scores_gemma":[0.001335316,0.0002811822,0.0001222278,0.001127564,0.0004504017,0.003035477,0.0002989767,0.0004803054,0.0009966471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440031,"about_ca_system_score_gemma":0.0002065998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009504053,"about_ca_topic_score_gemma":0.005239777,"domain_scores_codex":[0.9953262,0.00001931648,0.0005079039,0.001003357,0.002338332,0.0008049278],"domain_scores_gemma":[0.9985026,0.00005491506,0.0003553775,0.0002533752,0.0003288116,0.0005049678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001518234,0.0002551706,0.8087475,0.000005395367,0.00008611743,0.00007164996,0.00537222,0.00235352,0.01686914,0.0002999,0.1068425,0.05894514],"study_design_scores_gemma":[0.0006742047,0.0001576146,0.9512825,0.001131613,0.0000719266,0.00006037471,0.0009699783,0.0142612,0.005611768,0.01129831,0.0136215,0.0008590117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739518,0.0002209071,0.000102197,0.007111018,0.001115863,0.0004006226,0.00001852803,0.0001401434,0.01693894],"genre_scores_gemma":[0.9925646,0.0002605347,0.001271869,0.001104722,0.000347939,0.00001867612,0.00001931144,0.00001864413,0.004393675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.142535,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627436081131229,"score_gpt":0.2828460407521679,"score_spread":0.2665716799408556,"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."}}