{"id":"W7161783083","doi":"10.82308/18839","title":"Urban journeys unveiled : a study of work commutes among the Montreal disadvantaged","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Disadvantaged; Metropolitan area; Diversity (politics); Work (physics); Urban planning; Journey to work; Inequality","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":[0.0007007833,0.0003140281,0.0003213973,0.001259842,0.007285421,0.002197113,0.001193637,0.0007166174,0.003398182],"category_scores_gemma":[0.001727985,0.0004128014,0.0003210663,0.003061213,0.001538685,0.001224954,0.001403422,0.001202923,0.0003174138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01546497,"about_ca_system_score_gemma":0.009415546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9294592,"about_ca_topic_score_gemma":0.9763517,"domain_scores_codex":[0.9995697,0.000103262,0.00001171265,0.00004662575,0.0000750601,0.0001935921],"domain_scores_gemma":[0.9994341,0.00008301614,0.0001230488,0.00002504967,0.0001062235,0.0002285173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001161666,0.0006055026,0.469409,0.0001049178,0.0000455563,0.0009301456,0.5002437,0.0002017504,0.0009563611,0.001992433,0.004107047,0.02128745],"study_design_scores_gemma":[0.000007359286,0.0001422581,0.5954015,0.00005120804,0.00001612718,0.00009556409,0.3957035,0.0001799143,0.00006011032,0.0001089226,0.008208456,0.0000251614],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976692,0.0001207143,0.00002889323,0.0003775982,0.000005186014,0.00003368172,0.0001713627,0.00000144037,0.001591907],"genre_scores_gemma":[0.9951968,0.0004542647,0.0001338966,0.0002359561,0.00001062126,0.00005811927,0.0001874533,0.000004819959,0.003718085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07054085,"threshold_uncertainty_score":0.1419125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300431825437936,"score_gpt":0.2994568259396596,"score_spread":0.2864525076852802,"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."}}