{"id":"W2166768014","doi":"10.1080/15389588.2010.532523","title":"Prediction of Seat Belt Use Among Iranian Automobile Drivers: Application of the Theory of Planned Behavior and the Health Belief Model","year":2011,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Seat belt; Theory of planned behavior; Occupational safety and health; Poison control; Human factors and ergonomics; Injury prevention; Suicide prevention; Engineering; Forensic engineering; Psychology; Applied psychology; Computer security; Environmental health; Computer science; Automotive engineering; Medicine; Control (management); Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004998316,0.0001053204,0.0001979575,0.00005171835,0.00007062501,0.00000288423,0.0001325249,0.00008979518,0.000006617328],"category_scores_gemma":[0.000005659609,0.00007105777,0.0001026476,0.0001221366,0.0002179326,0.000149128,0.00002474679,0.0001179221,3.892547e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002768615,"about_ca_system_score_gemma":0.00002556925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003220939,"about_ca_topic_score_gemma":0.00004428623,"domain_scores_codex":[0.9990852,0.0001267601,0.0004042879,0.000120312,0.0001493284,0.0001140532],"domain_scores_gemma":[0.9994267,0.00003117991,0.0001973019,0.000278029,0.00003836193,0.00002849074],"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":[0.002925911,0.002190715,0.05295451,0.001934328,0.0006368206,4.188907e-7,0.06169835,0.3945234,0.006280297,0.04176588,0.0007805047,0.4343089],"study_design_scores_gemma":[0.001700417,0.000372876,0.641292,0.000195506,0.0002689221,0.000002485158,0.0007135862,0.3520943,0.002669419,0.0005430581,0.00001582709,0.0001316422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841344,0.00008266303,0.01444855,0.000007799641,0.00009411817,0.0009134582,0.0001132634,0.00009586096,0.0001098191],"genre_scores_gemma":[0.9993171,0.00009203609,0.0004132204,0.000003558521,0.00001127306,0.0000595196,0.00002538725,0.00001624824,0.00006163742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883374,"threshold_uncertainty_score":0.2897651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995496049303375,"score_gpt":0.2211295987950513,"score_spread":0.2011746383020176,"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."}}