{"id":"W4391347121","doi":"10.51644/9781771122146-021","title":"Permeable Toronto","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":["insufficient_payload"],"category_scores_codex":[0.0001887835,0.0001106308,0.0001270232,0.00001328718,0.001026568,0.0004932389,0.0002273511,0.0002575104,0.09259386],"category_scores_gemma":[0.00007164162,0.0000983492,0.00007657995,0.000001836615,0.0001781988,0.0003895647,0.00002143775,0.00009348824,0.001106548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021929,"about_ca_system_score_gemma":0.0003197668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01230429,"about_ca_topic_score_gemma":0.4312106,"domain_scores_codex":[0.9993017,0.000008194688,0.0001214988,0.0001792964,0.0002633106,0.0001260337],"domain_scores_gemma":[0.9993582,0.00001292178,0.00008018424,0.0002599619,0.0002166826,0.00007201619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001022075,0.000002492946,0.000001644002,0.000001146495,0.000005478144,3.891479e-7,0.001551259,8.879849e-8,0.000003519057,0.9164345,0.0693583,0.01264021],"study_design_scores_gemma":[0.00004572807,0.00001256429,0.000007393609,0.00001551516,0.000006278619,1.064532e-7,0.0003483134,0.00001427582,0.000003089189,0.004861812,0.994549,0.0001359563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001843059,0.0003067762,0.00006816231,0.001035044,0.0006151427,0.0001613856,0.00000629391,0.00008458721,0.9977208],"genre_scores_gemma":[0.002549148,0.000807135,0.00005970478,0.000326564,0.0006425157,0.000003982545,0.00002581534,0.00001414911,0.995571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9251907,"threshold_uncertainty_score":0.9996712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372428206423151,"score_gpt":0.3768100407663804,"score_spread":0.3330857587021489,"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."}}