{"id":"W4387349940","doi":"10.37702/2175-957x.cobenge.2023.4555","title":"EXPLORANDO A PARCERIA PÚBLICO-PRIVADA EM DEFESA CIVIL: UMA INICIAÇÃO À PESQUISA ATRAVÉS DO PROGRAMA DE EDUCAÇÃO TUTORIAL","year":2023,"lang":"pt","type":"article","venue":"","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"Universidade Federal de Juiz de Fora","keywords":"Political science; Humanities; Art","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":[0.00356551,0.0009235239,0.001214605,0.0005053376,0.001461804,0.003519133,0.002107686,0.001015045,0.007865709],"category_scores_gemma":[0.001808239,0.0009230686,0.0007826121,0.004703567,0.000841465,0.001158847,0.0007211996,0.001032844,0.007041165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006152198,"about_ca_system_score_gemma":0.002062334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007368459,"about_ca_topic_score_gemma":0.01833542,"domain_scores_codex":[0.990756,0.001142832,0.001287809,0.001622835,0.002057651,0.003132813],"domain_scores_gemma":[0.9958324,0.0008095769,0.000438671,0.001192781,0.0004071115,0.001319422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007039984,0.001077399,0.01643135,0.0002993924,0.0005457452,0.0002996959,0.5483082,0.00002904732,0.0003050935,0.0530631,0.3006179,0.07831909],"study_design_scores_gemma":[0.003559637,0.0007251016,0.004076986,0.0003663349,0.0003105183,0.00001481126,0.2649944,0.0006738956,0.0002661451,0.009327766,0.7136277,0.002056672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351993,0.001041467,0.00006611537,0.008024683,0.01501193,0.002480771,0.00006286737,0.002334527,0.03577832],"genre_scores_gemma":[0.951322,0.0003825083,0.0003496005,0.0004610883,0.009297714,0.0003815742,0.00005008667,0.0001851189,0.03757031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4130098,"threshold_uncertainty_score":0.9998382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07095679951611927,"score_gpt":0.3728508948475682,"score_spread":0.301894095331449,"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."}}