{"id":"W1781443524","doi":"10.3968/j.sss.1923018420120302.1611","title":"The Effects of Traffic Accidents on the Emergence of Psychological Disorders Among Drivers of “3rd. Category”: Private License in Jordan “A Field Research”","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"License; Depression (economics); Psychology; Sample (material); Work (physics); Test (biology); Applied psychology; Clinical psychology; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004664011,0.00009217794,0.000282694,0.0001678366,0.0002534069,7.710991e-7,0.0007110402,0.0001078821,0.00002731871],"category_scores_gemma":[0.002976523,0.00005343534,0.00005026853,0.0007098346,0.02672602,0.0000651981,0.0001273361,0.0003808639,0.000003043318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002385242,"about_ca_system_score_gemma":0.00003460696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001994462,"about_ca_topic_score_gemma":0.0007794646,"domain_scores_codex":[0.9976361,0.0007939606,0.0004817244,0.0002420127,0.0003144699,0.0005317106],"domain_scores_gemma":[0.9948142,0.004381992,0.000268464,0.0003601391,0.0001323188,0.00004286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001847352,0.0004437187,0.6062523,0.00009639188,0.00003560607,8.972198e-7,0.3640434,0.00003538872,0.000515823,0.02459478,0.001603464,0.002193513],"study_design_scores_gemma":[0.0003444201,0.000745588,0.8782605,0.00005248529,0.000003870294,3.034963e-7,0.1173523,0.000005996033,0.0005706099,0.002604458,0.00001448894,0.00004493766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951227,0.002184853,0.00000137269,0.0007015024,0.0008134167,0.0004573473,9.780777e-7,0.000002967831,0.0007149017],"genre_scores_gemma":[0.997596,0.002228505,0.00001704825,0.00006036589,0.00001541892,0.00005754548,1.562604e-7,0.000002946868,0.00002201572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2720082,"threshold_uncertainty_score":0.9759226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.096186065509108,"score_gpt":0.4748924209231625,"score_spread":0.3787063554140545,"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."}}