{"id":"W4235972702","doi":"10.22215/etd/2016-11622","title":"Casting a Wider Net: An Examination of the Widespread Effects of Occupational Injuries","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Perspective (graphical); Occupational safety and health; Occupational stress; Psychology; Occupational injury; Medicine; Human factors and ergonomics; Clinical psychology; Social psychology; Poison control; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.004845674,0.00039659,0.0005578338,0.004154442,0.001666903,0.002641894,0.001146499,0.001181617,0.0067354],"category_scores_gemma":[0.02313192,0.000277694,0.0007455738,0.003381104,0.00401241,0.004165208,0.006614957,0.001524651,0.0003446187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135478,"about_ca_system_score_gemma":0.001528054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007283428,"about_ca_topic_score_gemma":0.02090767,"domain_scores_codex":[0.9962806,0.001743294,0.0002160003,0.0003951753,0.0009658667,0.0003989365],"domain_scores_gemma":[0.9736424,0.01650753,0.005896294,0.001407997,0.001631918,0.0009138348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006167052,0.0009508196,0.6588272,0.001944891,0.0006004318,0.0009729717,0.05031849,0.0008770415,0.001571005,0.01465016,0.002935614,0.2657348],"study_design_scores_gemma":[0.00002808821,0.0005455403,0.9307924,0.00140764,0.0002172043,0.0003353529,0.05704812,0.0002505252,0.0002295868,0.004904144,0.004219378,0.0000221212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710028,0.007605086,0.0007242587,0.003623303,0.00006154869,0.00008072304,0.0001609249,0.000007005241,0.01673436],"genre_scores_gemma":[0.9919652,0.005948737,0.0004821584,0.000565468,0.00008103567,0.00004623257,0.00006202658,0.000007421299,0.0008418144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007283428,"threshold_uncertainty_score":0.02562672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007223204708531331,"score_gpt":0.2379676292552499,"score_spread":0.2307444245467186,"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."}}