{"id":"W4200283082","doi":"10.51891/rease.v7i11.3175","title":"TABAGISMO COMO PROBLEMA NA SEGUNDA METADE DO ANO 2021, QUANTO AVANÇAMOS A RESPEITO?","year":2021,"lang":"pt","type":"article","venue":"Revista Ibero-Americana de Humanidades, Ciências e Educação","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Medicine","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003874723,0.001718356,0.00284683,0.0005421132,0.003125323,0.003220565,0.002740393,0.0008201007,0.01146582],"category_scores_gemma":[0.002297148,0.001895868,0.001305389,0.00452227,0.002160884,0.001069199,0.0007487457,0.0021117,0.00176464],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200451,"about_ca_system_score_gemma":0.008428324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388628,"about_ca_topic_score_gemma":0.00659446,"domain_scores_codex":[0.9837227,0.003975516,0.0025004,0.003206246,0.002807147,0.003787919],"domain_scores_gemma":[0.990808,0.00120179,0.001840333,0.002787062,0.001264452,0.002098357],"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":[0.0004036769,0.005895665,0.03051362,0.003548496,0.002811015,0.002627677,0.3630898,0.00009047399,0.007961953,0.1204595,0.3120593,0.1505389],"study_design_scores_gemma":[0.001573039,0.0006329857,0.00701569,0.003528807,0.001650824,0.0001919239,0.1799454,0.0001643644,0.0009606222,0.001406705,0.7988755,0.004054194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6239071,0.2188467,0.003336561,0.01914704,0.01085904,0.00741005,0.001438714,0.00129376,0.1137609],"genre_scores_gemma":[0.9030135,0.01653035,0.00155177,0.003171468,0.004340663,0.0002773085,0.0001878966,0.0003720599,0.07055493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4868162,"threshold_uncertainty_score":0.9995562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465420744335828,"score_gpt":0.3350187526790058,"score_spread":0.288476678245423,"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."}}