{"id":"W4361196018","doi":"10.1016/j.jth.2023.101585","title":"Examining the transport to school patterns of New Zealand adolescents by home-to-school distance and settlement types","year":2023,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Health Research Council of New Zealand; National Heart Foundation of New Zealand; University of Otago; Lottery Health Research; Auckland University of Technology, New Zealand","keywords":"Geography; Settlement (finance); Psychology; Business","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":[0.002175006,0.0001757037,0.0004936651,0.0001388892,0.0002722291,0.00002618072,0.000453537,0.00006933785,0.0001891622],"category_scores_gemma":[0.00002539698,0.0001303808,0.000115696,0.0005799922,0.00006684899,0.0002426696,0.000006841507,0.0003412131,0.000007354184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282153,"about_ca_system_score_gemma":0.0009023665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003811079,"about_ca_topic_score_gemma":0.01096874,"domain_scores_codex":[0.9972746,0.0000903777,0.0009912519,0.0002625647,0.0008648555,0.0005163935],"domain_scores_gemma":[0.9981108,0.0000428319,0.0003943996,0.0002060003,0.0001193165,0.001126694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000166164,0.00006714549,0.9801239,0.0001293765,0.00002921294,0.00001429221,0.009619515,0.00004255031,0.00004913002,0.000007836785,0.00697626,0.002774599],"study_design_scores_gemma":[0.0005898396,0.0002316879,0.9598678,0.000491576,0.0000397047,7.568141e-7,0.001742609,7.665004e-7,0.00002948683,0.00008093625,0.03679552,0.0001293176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851217,0.0004594685,0.001578609,0.01164887,0.0003386348,0.0004989226,0.0002754985,0.00002772534,0.00005061036],"genre_scores_gemma":[0.9964531,0.0007808193,0.0001597271,0.001069206,0.0003308186,0.000004271901,0.00002186474,0.00001977086,0.00116044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02981927,"threshold_uncertainty_score":0.6120816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093807858299476,"score_gpt":0.3186170018477466,"score_spread":0.2876789232647518,"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."}}