{"id":"W2043992718","doi":"10.7202/1016422ar","title":"The Spread of Commuter Development in the Eastern Shore Zone of Halifax, Nova Scotia, 1920-1988","year":2000,"lang":"en","type":"article","venue":"Urban History Review","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Shore; Geography; Anticipation (artificial intelligence); Scale (ratio); Cartography; Physical geography; Geology; Archaeology; Oceanography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001977572,0.0001141591,0.00008983906,0.001519843,0.000522891,0.0005092259,0.0002459438,0.0001129168,0.001145689],"category_scores_gemma":[0.0006290957,0.00008392223,0.00006119857,0.001535078,0.0006560454,0.0001946681,0.0003781262,0.000153209,0.0001139556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004380288,"about_ca_system_score_gemma":0.001777665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8117532,"about_ca_topic_score_gemma":0.9281724,"domain_scores_codex":[0.9998769,0.00001583118,0.000006594247,0.00002408356,0.00002850086,0.00004819531],"domain_scores_gemma":[0.9994434,0.00007768913,0.0001837374,0.00002442043,0.0001968584,0.00007398402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001402957,0.00001485279,0.9502301,0.0001263921,0.00002760705,0.001053152,0.007717656,0.0006237956,0.001274966,0.0008150428,0.001305981,0.03667007],"study_design_scores_gemma":[8.278946e-7,0.000007830753,0.9973935,0.000008437537,0.00000165622,0.0000695761,0.00114457,0.00004031948,0.0000499811,0.00000971729,0.001271619,0.000001985292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960764,0.0008463314,0.00003669217,0.0001007849,0.000002962731,0.000005619783,0.0004513623,0.000002398307,0.002477459],"genre_scores_gemma":[0.9973673,0.0007962722,0.0000547355,0.00001082904,0.000001954477,0.00000474035,0.0002630001,8.98872e-7,0.001500284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1882468,"threshold_uncertainty_score":0.3787108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06141520660018306,"score_gpt":0.2844858320551222,"score_spread":0.2230706254549391,"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."}}