{"id":"W2296347154","doi":"","title":"Research guides: CITB01 Canadian Cities and Planning: Search Novae Res Urbis","year":2012,"lang":"en","type":"libguides","venue":"","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Political science; 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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004314145,0.0002384979,0.0002964191,0.001060583,0.00282494,0.00163108,0.0005139646,0.0006989691,0.008846535],"category_scores_gemma":[0.001659889,0.0002151609,0.00006058614,0.0007725446,0.001206296,0.0005411564,0.0001041273,0.0009956924,0.0002409746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005857492,"about_ca_system_score_gemma":0.004769966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8666683,"about_ca_topic_score_gemma":0.9193857,"domain_scores_codex":[0.9961597,0.0005732747,0.0003946276,0.0004537415,0.001257921,0.001160679],"domain_scores_gemma":[0.9967887,0.0004515224,0.00005185701,0.0003192552,0.001685115,0.0007035547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004799368,0.000008959709,0.002345435,0.00002951073,0.00002020599,0.000004082365,0.03214378,0.000001609737,0.000005664985,0.04251292,0.9199938,0.002929258],"study_design_scores_gemma":[0.00008411412,0.00003623568,0.001414413,0.00009886913,0.000006687464,0.000001113831,0.06857873,0.00002375669,0.00002808671,0.0002541363,0.9292201,0.0002537302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008323826,0.004330759,0.00001627653,0.01452995,0.001499502,0.0006000641,0.0001424327,0.0001231433,0.9704341],"genre_scores_gemma":[0.1724664,0.002155221,0.0002945004,0.001593304,0.004483248,0.0000606588,0.000435479,0.00005845285,0.8184528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1641425,"threshold_uncertainty_score":0.9994053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1974668554532077,"score_gpt":0.4783600900714227,"score_spread":0.280893234618215,"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."}}