{"id":"W7162017388","doi":"10.82308/14997","title":"Modifiable Areal Unit Problem and Modifiable Temporal Unit Problem effects on accessibility to supermarkets in Montreal, Canada","year":2023,"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":"Unit (ring theory); Granularity; Zoning; Temporal database; Temporal resolution; Process (computing); Mode (computer interface); Measure (data warehouse)","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":[0.001510296,0.0007610752,0.001005626,0.001389181,0.005259482,0.002366517,0.003257257,0.0009179832,0.0148427],"category_scores_gemma":[0.006599356,0.0003395372,0.001243944,0.002709942,0.002430121,0.001316294,0.001802081,0.001476908,0.0005853963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05598749,"about_ca_system_score_gemma":0.06154904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972581,"about_ca_topic_score_gemma":0.9982816,"domain_scores_codex":[0.9978864,0.0004819578,0.00005514299,0.0003918214,0.0003517946,0.000832893],"domain_scores_gemma":[0.9946494,0.0008060401,0.0005308158,0.0002462344,0.002489558,0.001278051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006538112,0.0005010717,0.8970376,0.0003479414,0.0007609745,0.001244178,0.008505698,0.006541175,0.000845484,0.01100909,0.03339799,0.03915493],"study_design_scores_gemma":[0.00007448602,0.0001192667,0.9729415,0.0002014065,0.0002215474,0.00006740409,0.01041687,0.004517247,0.0002528513,0.001094979,0.01001699,0.00007565043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594498,0.002073983,0.001285789,0.004990055,0.0001889367,0.0001951549,0.007128202,0.0001770056,0.02451096],"genre_scores_gemma":[0.9872878,0.0004222548,0.0006018833,0.0002149203,0.00002383706,0.00007463135,0.001239849,0.0000377309,0.01009696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05598749,"threshold_uncertainty_score":0.4062196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255984485339037,"score_gpt":0.2979682186917621,"score_spread":0.2754083738383717,"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."}}