{"id":"W2280314112","doi":"10.14288/1.0108367","title":"Main Mall walk-bike study","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.001220129,0.0005228305,0.0008574423,0.002078011,0.004314389,0.001968361,0.001126191,0.001530679,0.01455648],"category_scores_gemma":[0.003107785,0.0008213706,0.0004859873,0.001470557,0.0008015495,0.001445269,0.001760508,0.00190636,0.006608252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264451,"about_ca_system_score_gemma":0.002337983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06134855,"about_ca_topic_score_gemma":0.2038596,"domain_scores_codex":[0.9987426,0.0003950282,0.00008128209,0.0001967054,0.0002610552,0.0003232493],"domain_scores_gemma":[0.9965045,0.0004681059,0.0002297482,0.0003189024,0.001097181,0.001381542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006843303,0.06492929,0.5627769,0.001271698,0.0002812402,0.004665271,0.1923466,0.0003714839,0.005246942,0.002311174,0.03855619,0.1203999],"study_design_scores_gemma":[0.0003529126,0.01157274,0.8377632,0.0002493749,0.0001098694,0.0006038292,0.117941,0.0005445227,0.0008139963,0.0005335975,0.02935413,0.0001607097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852217,0.0001365221,0.0001741425,0.0002473775,0.00002913415,0.0005799659,0.0009709679,0.0000294333,0.01261077],"genre_scores_gemma":[0.9763204,0.0002157435,0.0005527874,0.0006941239,0.00003816393,0.001023905,0.001113914,0.00002590131,0.02001494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06134855,"threshold_uncertainty_score":0.1219829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551317984495225,"score_gpt":0.2188708114436725,"score_spread":0.2033576315987203,"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."}}