{"id":"W3121780581","doi":"","title":"Montreal wygrywa podejściem human city","year":2020,"lang":"pl","type":"article","venue":"Przegląd Komunalny","topic":"Urban Development and Cultural Heritage","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004451965,0.0004854746,0.0005737751,0.00004710471,0.001561372,0.0004323572,0.001054115,0.000355211,0.008415063],"category_scores_gemma":[0.0001370642,0.0004585162,0.0003299056,0.0008968021,0.0004734175,0.0005870903,0.0002982828,0.0005887005,0.001958616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185361,"about_ca_system_score_gemma":0.0002428123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988703,"about_ca_topic_score_gemma":0.003717483,"domain_scores_codex":[0.9961759,0.0002978375,0.0006438326,0.0008114334,0.001024692,0.001046329],"domain_scores_gemma":[0.9983627,0.00007659912,0.0002726345,0.0002836907,0.0001756631,0.0008287176],"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":[0.0002437482,0.0006813802,0.07819352,0.000276566,0.0006165266,0.000286798,0.3273151,0.000007708852,0.005706604,0.0231182,0.5138491,0.04970481],"study_design_scores_gemma":[0.001663383,0.0004260195,0.1485173,0.0001485373,0.0002403715,0.000003834112,0.01600124,0.0002396576,0.000854252,0.002725819,0.8273336,0.001846032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6460869,0.001766308,0.00001919891,0.0201778,0.0007870651,0.0007031005,0.00005998827,0.0004339454,0.3299657],"genre_scores_gemma":[0.9410767,0.0002078297,0.0002166532,0.002221443,0.001554848,0.000019501,0.00005147537,0.00003916318,0.05461239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3134845,"threshold_uncertainty_score":0.9997867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08670924769238936,"score_gpt":0.2962812602650737,"score_spread":0.2095720125726843,"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."}}