{"id":"W3204560810","doi":"","title":"Findings from the 2013 McGill Commuter Survey","year":2013,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"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":[0.001998408,0.0002485406,0.000249015,0.001826619,0.0009531275,0.001023007,0.001236472,0.000789261,0.006227905],"category_scores_gemma":[0.009676941,0.0003478301,0.0003302119,0.00427935,0.0003801945,0.0007782361,0.001902198,0.0006572204,0.001141657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003925893,"about_ca_system_score_gemma":0.00503501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7425292,"about_ca_topic_score_gemma":0.8902246,"domain_scores_codex":[0.9977921,0.0006117045,0.0001651434,0.0002161777,0.0005342393,0.0006807611],"domain_scores_gemma":[0.9930502,0.0008388418,0.002583595,0.0003287494,0.001859879,0.001338792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001835016,0.0001323736,0.9311659,0.0001725949,0.00006431857,0.0001369251,0.004024731,0.00008382013,0.0001924291,0.0002194948,0.0524342,0.01118966],"study_design_scores_gemma":[0.000003565533,0.00001602889,0.9935436,0.00003545342,0.000008352057,0.00001684226,0.002908282,0.00003361033,0.00002838187,0.00001255146,0.003384426,0.000008901594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469097,0.001072212,0.0001871896,0.004030826,0.00008565195,0.0002379566,0.03816213,0.00002920042,0.00928507],"genre_scores_gemma":[0.9740208,0.001022412,0.0003483197,0.002675845,0.00008056116,0.0006566875,0.0112199,0.00002213959,0.009953257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2574708,"threshold_uncertainty_score":0.5179741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307402592472193,"score_gpt":0.255521923032599,"score_spread":0.2247816637853797,"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."}}