{"id":"W2337899256","doi":"","title":"Halifax: An Old City With A Brand New Future","year":2016,"lang":"en","type":"article","venue":"","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Advertising; Business; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001098716,0.00003936682,0.00004645185,0.00001570209,0.0001896306,0.0000564354,0.00009139354,0.00004441257,0.003173117],"category_scores_gemma":[0.0000207706,0.00002133305,0.000009650122,0.0001338913,0.00004696799,0.0002584991,0.000005648908,0.00002349752,0.00004847386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001521838,"about_ca_system_score_gemma":0.00009849271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002876569,"about_ca_topic_score_gemma":0.02245823,"domain_scores_codex":[0.999536,0.00003508037,0.000042775,0.00009981039,0.0001643678,0.0001219131],"domain_scores_gemma":[0.9997073,0.00001807747,0.00001852385,0.00007078651,0.00003576163,0.0001495579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004823064,0.0000582468,0.4218973,0.000002049413,0.0000194699,0.000005976888,0.02550864,0.000001037609,0.00033251,0.3703226,0.1515134,0.03029054],"study_design_scores_gemma":[0.0006102209,0.00005128132,0.03179529,0.00001442012,0.00000672856,0.000001039783,0.004114257,0.000003577494,0.0001656061,0.0009016117,0.9621872,0.0001487577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4614689,0.0000362115,0.02002097,0.03631198,0.0002898482,0.0001849653,0.000005835436,0.0004180141,0.4812633],"genre_scores_gemma":[0.8278143,0.00001096477,0.000700434,0.001407179,0.0006628878,6.406239e-7,0.000001584685,0.000004237338,0.1693978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8106738,"threshold_uncertainty_score":0.9977381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388091909167466,"score_gpt":0.2751282090520658,"score_spread":0.2512472899603911,"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."}}