{"id":"W4402538113","doi":"10.1590/scielopreprints.9975","title":"EMPREENDEDORES DOS ESPAÇOS PÚBLICOS: ESTRATÉGIAS DE USO, MERCADORIZAÇÃO E CONSUMO EM FEIRAS GASTRONÔMICAS E CULTURAIS NA CIDADE DE SALVADOR","year":2024,"lang":"pt","type":"preprint","venue":"","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; 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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00231751,0.001832907,0.001788551,0.0004195148,0.00142508,0.003080837,0.002660582,0.002420311,0.005408771],"category_scores_gemma":[0.0005306337,0.00166271,0.001529147,0.001326317,0.00141871,0.0004668748,0.002272233,0.003558918,0.00264996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124473,"about_ca_system_score_gemma":0.00407548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215878,"about_ca_topic_score_gemma":0.007670137,"domain_scores_codex":[0.9894673,0.001126084,0.001683806,0.002474163,0.002077767,0.003170943],"domain_scores_gemma":[0.9957666,0.0006111081,0.0006326325,0.001017766,0.0004355457,0.001536293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002131352,0.001066306,0.03443208,0.001762306,0.004929424,0.0006988963,0.683858,0.0001452709,0.01115774,0.03775434,0.2069167,0.01706582],"study_design_scores_gemma":[0.003400523,0.0007925254,0.05501233,0.004574316,0.00432904,0.0002083712,0.6878521,0.003593385,0.03037492,0.04440236,0.1533844,0.01207574],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.862973,0.007806231,0.001257078,0.01064061,0.004499376,0.003391738,0.0003638743,0.002471981,0.1065962],"genre_scores_gemma":[0.8492266,0.001791711,0.006256382,0.0007609034,0.001294324,0.0003001398,0.0001757839,0.0001688169,0.1400254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05353227,"threshold_uncertainty_score":0.9998749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04776038428975148,"score_gpt":0.3367264139356134,"score_spread":0.2889660296458619,"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."}}