{"id":"W4285151571","doi":"10.1090/stml/097/06","title":"Firefighter","year":2022,"lang":"en","type":"book-chapter","venue":"Student mathematical library","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002765141,0.00134313,0.00041758,0.001049091,0.003651786,0.002299346,0.0007766992,0.001112158,0.4473573],"category_scores_gemma":[0.0004420055,0.0004108628,0.0005014426,0.0004663995,0.0005178227,0.001402319,0.002249939,0.001563501,0.2929384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006810543,"about_ca_system_score_gemma":0.00129082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006138497,"about_ca_topic_score_gemma":0.02043749,"domain_scores_codex":[0.9997938,0.00001621107,0.000005882713,0.00004720737,0.00008471473,0.00005223246],"domain_scores_gemma":[0.9998612,0.00001447979,0.00000584938,0.00001519525,0.00005387995,0.00004937992],"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":[0.0000320763,0.00006808424,0.0003474421,0.00009363272,0.000001807705,0.0003151817,0.0005555732,0.0001602218,0.0009411606,0.01461356,0.838424,0.1444472],"study_design_scores_gemma":[0.000002047611,0.00002218896,0.0003473272,0.00004909048,0.000001071895,0.0001779813,0.0003451229,0.00007425927,0.0001295968,0.000743909,0.9981041,0.000003262476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001332097,0.000602959,0.001918877,0.001112762,0.002800331,0.00006035933,0.0002998447,0.0003436848,0.991529],"genre_scores_gemma":[0.001368932,0.0002707249,0.0002768241,0.0002158615,0.0001049567,0.000007536592,0.00008922505,0.00002846844,0.9976374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4473573,"threshold_uncertainty_score":0.7882777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06695302465083883,"score_gpt":0.4151353850807558,"score_spread":0.3481823604299169,"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."}}