{"id":"W625423402","doi":"","title":"THE ROLE OF FORMATIVE EVALUATION IN DEVELOPING A PREVENTION PROGRAM FOR NEW YOUNG DRIVERS","year":2002,"lang":"en","type":"article","venue":"PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON ALCOHOL, DRUGS AND TRAFFIC SAFETY","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formative assessment; Anonymity; Population; Medical education; Human factors and ergonomics; Psychology; Program evaluation; Engineering; Poison control; Suicide prevention; Applied psychology; Transport engineering; Computer security; Medicine; Computer science; Environmental health; Pedagogy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4044148,0.001790296,0.001197918,0.004556003,0.003412346,0.007279375,0.005024794,0.002027741,0.001717403],"category_scores_gemma":[0.4322857,0.0008212407,0.001061678,0.001789962,0.002867307,0.00642496,0.004202396,0.002858086,0.0003204366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01226412,"about_ca_system_score_gemma":0.02605438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003840038,"about_ca_topic_score_gemma":0.006012307,"domain_scores_codex":[0.7150811,0.2509633,0.01061307,0.002565635,0.01757104,0.003205781],"domain_scores_gemma":[0.4728604,0.4182876,0.01681642,0.01463082,0.06724206,0.01016268],"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":[0.003596258,0.03436321,0.02718631,0.004445948,0.0002201467,0.0003971326,0.07339079,0.002738601,0.001850639,0.003280191,0.005481409,0.8430493],"study_design_scores_gemma":[0.02806573,0.2247267,0.2210418,0.03132951,0.002363172,0.001863143,0.2704534,0.05603684,0.05404079,0.02874303,0.07992753,0.001408366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7573341,0.001995546,0.08734032,0.008775753,0.001386218,0.120698,0.0003503256,0.00109444,0.02102529],"genre_scores_gemma":[0.6244293,0.001316646,0.2816953,0.001760046,0.0002892808,0.08719286,0.0002986013,0.00009796856,0.002919965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4044148,"threshold_uncertainty_score":0.7344626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05536390694075081,"score_gpt":0.3419753964014036,"score_spread":0.2866114894606527,"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."}}