{"id":"W2170184332","doi":"10.1139/x03-237","title":"Productivity of Ontario initial-attack fire crews: results of an expert-judgement elicitation study","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Natural Resources","keywords":"Crew; Productivity; Operations research; Statistics; Environmental science; Judgement; Aeronautics; Variance (accounting); Operations management; Engineering; Mathematics; Business; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007379536,0.0003524573,0.0003286845,0.001373096,0.001586064,0.001071314,0.000707674,0.0004622937,0.002230889],"category_scores_gemma":[0.04299994,0.0002264471,0.0003370662,0.001151278,0.001041608,0.000534085,0.0008224456,0.0003733844,0.000512008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009197961,"about_ca_system_score_gemma":0.005915686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4610043,"about_ca_topic_score_gemma":0.5760311,"domain_scores_codex":[0.9945711,0.001233644,0.0002902027,0.0003845058,0.003099001,0.000421439],"domain_scores_gemma":[0.9649202,0.01967774,0.002094442,0.0009781651,0.01140904,0.0009204763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002375011,0.0008049522,0.5985918,0.0007698214,0.0001706853,0.001631158,0.1140489,0.01881228,0.01087535,0.001207327,0.007114603,0.2435982],"study_design_scores_gemma":[0.0001218693,0.000566858,0.9182515,0.000119447,0.00004652442,0.0002021753,0.04531561,0.02239936,0.003835507,0.0007139249,0.008274636,0.0001526626],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931437,0.0000447711,0.001305418,0.0001157412,0.000003275347,0.00009780642,0.0003533055,0.00001319433,0.004922836],"genre_scores_gemma":[0.99713,0.00007315737,0.0009250283,0.00002035719,0.000002305056,0.00006091886,0.0003416863,0.000005150846,0.001441386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5389957,"threshold_uncertainty_score":0.916642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2983647350647368,"score_gpt":0.4835682922032825,"score_spread":0.1852035571385457,"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."}}