{"id":"W2046871370","doi":"10.1177/1359105308095979","title":"Project IMPACT","year":2008,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Regional Municipality of Niagara; Regional Municipality of Durham","funders":"","keywords":"Psychology; Medicine; Environmental health","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":[0.001927921,0.00005674189,0.0002597959,0.0001232735,0.000340416,0.000005778422,0.0002219525,0.00007254665,0.0002741609],"category_scores_gemma":[0.0000677235,0.00004145688,0.0001342742,0.0002427385,0.0002298095,0.0001764556,0.000003064654,0.0002559331,0.00001093209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009931868,"about_ca_system_score_gemma":0.001373615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006146303,"about_ca_topic_score_gemma":0.0002032244,"domain_scores_codex":[0.9984784,0.0003637716,0.0005305596,0.00008901719,0.0002306511,0.0003076056],"domain_scores_gemma":[0.9991086,0.00004433415,0.0004866353,0.0001007838,0.0001226928,0.0001369713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009719208,0.0002147027,0.8591616,0.000008799166,0.00001969014,0.0000606728,0.009210831,6.880803e-7,0.00001221092,0.00005401459,0.1234855,0.007674139],"study_design_scores_gemma":[0.0004095839,0.0003980409,0.8653522,0.000009717644,0.000002710098,0.00006143378,0.0001718057,2.085343e-7,0.000001002536,0.0007059061,0.132844,0.00004341064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711883,0.001075853,0.0003048766,0.01654684,0.0008622896,0.0001131547,0.000001730731,0.00001243502,0.009894539],"genre_scores_gemma":[0.9950265,0.0007783053,0.0004314266,0.003062107,0.0004608052,6.259762e-7,4.206812e-7,0.000004435156,0.0002353595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02383823,"threshold_uncertainty_score":0.3001869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1591756500720451,"score_gpt":0.5328386725041656,"score_spread":0.3736630224321205,"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."}}