{"id":"W2521083761","doi":"10.5849/forsci.15-164","title":"Unexpected Events When Manually Falling Trees in Coastal British Columbia","year":2016,"lang":"en","type":"article","venue":"Forest Science","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western Forest Products","funders":"","keywords":"Falling (accident); Tree (set theory); Situational ethics; Computer science; Work (physics); Data collection; Psychology; Operations management; Statistics; Engineering; Social psychology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638913,0.00006557872,0.0001465925,0.0001167233,0.001123669,0.00004151473,0.0005067205,0.0000834453,0.0008490521],"category_scores_gemma":[0.001190435,0.0000678159,0.00002483313,0.000616877,0.0003174654,0.0004613468,0.0002280105,0.0002617036,0.0003969813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002600707,"about_ca_system_score_gemma":0.001765675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05814995,"about_ca_topic_score_gemma":0.7590121,"domain_scores_codex":[0.9972244,0.0001846912,0.0004261755,0.000382257,0.00081379,0.0009687141],"domain_scores_gemma":[0.9984293,0.000624516,0.00009217236,0.0002235512,0.0003007127,0.0003297475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003908119,0.00004170193,0.9888009,0.00002188889,7.778788e-7,0.00001097498,0.0002779806,0.00001279609,0.0003379205,0.0006309447,0.001305479,0.00851958],"study_design_scores_gemma":[0.0008634152,0.0000765562,0.9868199,0.0004759643,6.030102e-7,0.000002119874,0.0001579238,0.0003951811,0.00000216706,0.009786331,0.001328575,0.00009129811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939766,0.00002218377,0.0005742863,0.001137582,0.0004031203,0.0006969442,0.00007962023,0.00004832097,0.003061326],"genre_scores_gemma":[0.9903522,0.00003551592,0.0004570048,0.0001897804,0.000111178,0.0001361036,0.000008502924,0.000009879341,0.008699855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7008622,"threshold_uncertainty_score":0.9481219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05221647899512612,"score_gpt":0.4151483076899763,"score_spread":0.3629318286948502,"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."}}