{"id":"W3154349184","doi":"","title":"Urban fragmentation in Winnipeg","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fragmentation (computing); Geography; 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":[0.0005150849,0.0002626028,0.0002560621,0.001279083,0.007314537,0.004042257,0.001081253,0.0005821982,0.003173331],"category_scores_gemma":[0.001430634,0.0004402809,0.0001761302,0.002881874,0.004228115,0.0009443496,0.004791564,0.0006899346,0.000145065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02513296,"about_ca_system_score_gemma":0.02349592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8390128,"about_ca_topic_score_gemma":0.9470152,"domain_scores_codex":[0.9994639,0.0001120136,0.00001518869,0.00006275736,0.00009985471,0.0002463756],"domain_scores_gemma":[0.9996563,0.0000379646,0.00004820808,0.00001741036,0.00007003434,0.0001699955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002454525,0.00008614447,0.09655046,0.001240634,0.00008681497,0.01479793,0.4349234,0.003651678,0.004404309,0.2468227,0.03052315,0.1666673],"study_design_scores_gemma":[0.00003117227,0.00008645309,0.1903903,0.0007107065,0.00005169799,0.002489177,0.3312824,0.000982333,0.00068219,0.01046407,0.4627563,0.0000731496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920407,0.005229217,0.001435091,0.00979853,0.0001409628,0.0002338086,0.0002298419,0.00003086383,0.06249468],"genre_scores_gemma":[0.9817454,0.003145338,0.001393184,0.0004449055,0.00001335956,0.00009918107,0.0001031683,0.00002022974,0.0130353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609872,"threshold_uncertainty_score":0.3238705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922420093838462,"score_gpt":0.2432735975397253,"score_spread":0.2240493966013407,"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."}}