{"id":"W3170884402","doi":"10.3390/ijerph18126504","title":"Public Response on Social Media to a Social Marketing Campaign for Influencing Attitudes towards Boating Safety","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Occupational Cancer Research Centre; York University; BC Children's Hospital","funders":"Transport Canada","keywords":"Social marketing; Social media; Business; Marketing; Suicide prevention; Occupational safety and health; Human factors and ergonomics; Environmental health; Advertising; Poison control; Public relations; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007529608,0.000108032,0.0002024343,0.0003406995,0.0003831158,0.0002351389,0.0002405764,0.00007139295,0.0003082626],"category_scores_gemma":[0.003089724,0.0001101894,0.00008106253,0.000173537,0.00007714848,0.000271722,0.0001188683,0.0004905651,0.000006040764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197611,"about_ca_system_score_gemma":0.0005280371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005384688,"about_ca_topic_score_gemma":0.00002314665,"domain_scores_codex":[0.9970648,0.0005885954,0.0005443797,0.0001579914,0.001174334,0.0004698491],"domain_scores_gemma":[0.997797,0.001366156,0.0001012978,0.00005543804,0.0002528458,0.0004272984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002242002,0.0004934044,0.004214996,0.0001228521,0.0002904823,0.00007847307,0.007810799,0.00009546455,0.008060095,0.002140519,0.006836804,0.9676141],"study_design_scores_gemma":[0.002821716,0.0004508266,0.8397575,0.0002045555,0.000003714182,0.0001318867,0.007532394,0.000739299,0.0005025397,0.0006359724,0.1468966,0.0003229795],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547366,0.0002384926,0.001480381,0.04175392,0.000345056,0.0001828455,0.0003105938,0.00002055542,0.0009315896],"genre_scores_gemma":[0.9971062,0.000266256,0.001113054,0.000700931,0.0006924767,0.0000105377,0.00003839391,0.00002091031,0.00005123927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9672911,"threshold_uncertainty_score":0.4493392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153070166830727,"score_gpt":0.385175362981076,"score_spread":0.2698683462980033,"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."}}