{"id":"W4404017690","doi":"10.1111/cag.12957","title":"Examining the impacts of school bus travel on students' academic performance in two major cities","year":2024,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"School bus; Mathematics education; Transport engineering; Geography; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000897439,0.000442987,0.000405366,0.001552598,0.001788645,0.0016201,0.0009363676,0.0003854338,0.001427188],"category_scores_gemma":[0.003079624,0.0002659974,0.0006919272,0.003768866,0.0006440075,0.0003743866,0.001080554,0.0006928626,0.0001822946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01119478,"about_ca_system_score_gemma":0.01465391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784721,"about_ca_topic_score_gemma":0.9889002,"domain_scores_codex":[0.9992141,0.0001185401,0.00004053029,0.0001016084,0.0002210949,0.0003041416],"domain_scores_gemma":[0.9967453,0.0003499952,0.0006187005,0.0001248216,0.001236897,0.0009241867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004683857,0.00005645847,0.9965338,0.00001206935,0.00004683706,0.00003019201,0.0006838045,0.0002388903,0.0001019945,0.00007058251,0.0002614926,0.001917159],"study_design_scores_gemma":[0.000001474551,0.00001927535,0.9981194,0.000004947274,0.0000140495,0.00000373001,0.001415645,0.0002263676,0.00004178379,0.00000584659,0.0001438197,0.000003561788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986869,0.00003812335,0.00003308303,0.0000440546,0.000002822135,0.000008289543,0.0005682363,0.000003271611,0.0006152448],"genre_scores_gemma":[0.9991118,0.00004725089,0.00005108709,0.000009373946,0.000001701142,0.000006814535,0.0004625877,0.00000155818,0.0003077897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02152795,"threshold_uncertainty_score":0.0812242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096879271753522,"score_gpt":0.2768454193925225,"score_spread":0.2558766266749873,"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."}}