{"id":"W2907378921","doi":"10.22409/geographia2018.v1i44.a14406","title":"ANÁLISE CRÍTICA DA NOÇÃO DE POLICENTRISMO: UMA CONTRIBUIÇÃO AO ESTUDO DA CENTRALIDADE EM CIDADES MÉDIAS","year":2018,"lang":"pt","type":"article","venue":"GEOgraphia","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"NSCAD University","funders":"","keywords":"Metropolitan area; Sociology; Humanities; Centrality; Geography; Philosophy; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001483973,0.0007603883,0.0008971734,0.0004238407,0.002455411,0.001771907,0.001405716,0.0007979069,0.004901405],"category_scores_gemma":[0.0003880966,0.0007823163,0.0006804921,0.002925412,0.002291588,0.0006346497,0.0003793845,0.0006109864,0.001105889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881071,"about_ca_system_score_gemma":0.0005629082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957488,"about_ca_topic_score_gemma":0.002504295,"domain_scores_codex":[0.9930984,0.00062015,0.0008894841,0.001073543,0.00133479,0.002983675],"domain_scores_gemma":[0.9968672,0.0003107049,0.00043809,0.0006983938,0.0005168054,0.001168791],"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":[0.0001740159,0.0009675001,0.5152396,0.0001011867,0.001099103,0.0001129156,0.2770607,0.000001184932,0.0002839093,0.01341755,0.1850609,0.006481459],"study_design_scores_gemma":[0.003229634,0.0005777486,0.4144488,0.0003868517,0.0007962259,0.00001083574,0.07895568,0.000211404,0.0009058721,0.003982782,0.4939809,0.002513277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728961,0.008657722,0.00006826201,0.006240103,0.002485649,0.001096315,0.000143932,0.0004363023,0.007975644],"genre_scores_gemma":[0.9783213,0.002556478,0.0004609665,0.002272814,0.002081676,0.00003729036,0.00006176333,0.00007751658,0.01413022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.30892,"threshold_uncertainty_score":0.9996719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04717404124984405,"score_gpt":0.3320223502904686,"score_spread":0.2848483090406246,"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."}}