{"id":"W4404240944","doi":"10.11606/issn.2238-2593.organicom.2024.224629","title":"Cultura, comunicação pública e cidadania: práticas de deliberação cidadã no campo das artes/cultura (Brasil-Canadá)","year":2024,"lang":"en","type":"article","venue":"Organicom","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005125693,0.0003508324,0.0003500601,0.00007312844,0.001081237,0.001100646,0.0007689948,0.0003675033,0.007664776],"category_scores_gemma":[0.0003808793,0.000275885,0.0001570777,0.00107732,0.0002883898,0.0004832866,0.0002154092,0.0006637139,0.001646774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009299556,"about_ca_system_score_gemma":0.0009879074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007086249,"about_ca_topic_score_gemma":0.01326764,"domain_scores_codex":[0.9971709,0.0001815394,0.0004624206,0.0005796712,0.0006633388,0.0009420828],"domain_scores_gemma":[0.9985123,0.0002032223,0.00008334934,0.0003905655,0.0002610893,0.0005495286],"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":[0.00001250978,0.00007882275,0.0009572648,0.0000265422,0.0001614272,0.0001306003,0.01398862,0.000001620061,0.006055607,0.0165512,0.949505,0.01253077],"study_design_scores_gemma":[0.0001979511,0.00004100024,0.001668315,0.0001053478,0.00005971037,0.00003842572,0.007058829,0.00006060021,0.001519317,0.0003482231,0.9884143,0.0004879941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4163069,0.0064326,0.0003239074,0.2271879,0.005796138,0.002475261,0.0002180015,0.003196813,0.3380625],"genre_scores_gemma":[0.8560843,0.000637838,0.0007681582,0.001540885,0.0009813148,0.00003868933,0.00007398963,0.00006187437,0.1398129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4397774,"threshold_uncertainty_score":0.9999693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763240817132944,"score_gpt":0.3190182191870002,"score_spread":0.2913858110156708,"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."}}