{"id":"W4388147348","doi":"10.1515/9781552389607","title":"Visible Cities","year":2018,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662752,0.0005895728,0.0001944893,0.001032228,0.003476742,0.007030655,0.0005799676,0.001296581,0.1874848],"category_scores_gemma":[0.0004966311,0.000258723,0.0002174677,0.001811657,0.001813028,0.004291882,0.00338708,0.001897002,0.06673656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002976541,"about_ca_system_score_gemma":0.001987136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01728832,"about_ca_topic_score_gemma":0.0675404,"domain_scores_codex":[0.9997867,0.00002543162,0.000005949017,0.00004793726,0.00008908226,0.00004493328],"domain_scores_gemma":[0.999845,0.00002079713,0.000008136393,0.00003102673,0.00003980751,0.00005525761],"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":[0.000009978892,0.00001211794,0.0001498736,0.00008795912,0.000001544863,0.00008715203,0.002225088,0.00008075456,0.0002017033,0.1713226,0.7470807,0.07874054],"study_design_scores_gemma":[4.402378e-7,7.770959e-7,0.00007453123,0.00002308005,2.575192e-7,0.0000229405,0.0002283502,0.000005902975,0.00002204343,0.001130928,0.9984899,9.146652e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004809856,0.002200504,0.000496649,0.001401474,0.0008008651,0.00001746173,0.0002510003,0.0001678808,0.9941834],"genre_scores_gemma":[0.005023975,0.001806742,0.0003470625,0.0003540397,0.00009300091,0.0000127293,0.0002141992,0.0001303473,0.992018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1874848,"threshold_uncertainty_score":0.6271991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08171642583124523,"score_gpt":0.1918176457197841,"score_spread":0.1101012198885389,"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."}}