{"id":"W2907377067","doi":"","title":"Older Drivers in the News: Killer Headlines v Raising Awareness","year":2018,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Accident Research Centre, Monash University; Canadian Institutes of Health Research; U.S. Department of Justice; Government of Western Australia; Queensland University of Technology; Ottawa Hospital Research Institute; Monash University; University of New South Wales; State Insurance Regulatory Authority; State Government of Victoria; Transport Accident Commission; Australian Government","keywords":"Raising (metalworking); Human factors and ergonomics; Poison control; Injury prevention; Advertising; Suicide prevention; Occupational safety and health; Project commissioning; Engineering; Internet privacy; Publishing; Medical emergency; Computer security; Psychology; Forensic engineering; Political science; Business; Medicine; Law; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003680822,0.0002128001,0.0002363554,0.002308426,0.00292589,0.005179337,0.0003495365,0.001359813,0.00446458],"category_scores_gemma":[0.02320455,0.0002447167,0.0001618508,0.001986129,0.002732249,0.005247096,0.002332797,0.00163384,0.0005922997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002100304,"about_ca_system_score_gemma":0.001499157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008997997,"about_ca_topic_score_gemma":0.009742166,"domain_scores_codex":[0.9976382,0.001168592,0.0001570078,0.000129907,0.0006722423,0.0002339952],"domain_scores_gemma":[0.9736701,0.01749557,0.004220889,0.0004509081,0.003059333,0.001103109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001381531,0.0001052525,0.04324307,0.001699687,0.0000400525,0.00189938,0.7890964,0.00005177187,0.002497991,0.0103198,0.04557501,0.1053333],"study_design_scores_gemma":[0.00001723119,0.0001564344,0.1001943,0.001901891,0.00007161315,0.0007952337,0.6086763,0.000142765,0.001273963,0.001863108,0.2848584,0.0000488898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8670502,0.01037683,0.0004839839,0.05766665,0.001572302,0.00005143592,0.0002500298,0.00004323044,0.06250533],"genre_scores_gemma":[0.9734162,0.007045817,0.0002869483,0.007158578,0.001885353,0.00003248703,0.0001263745,0.00003683985,0.01001139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008997997,"threshold_uncertainty_score":0.01946628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06993890466540861,"score_gpt":0.3778966289617288,"score_spread":0.3079577242963202,"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."}}