{"id":"W4397028573","doi":"10.55905/revconv.17n.5-180","title":"O modo de vida nas metrópoles e a influência na saúde mental dos habitantes: um olhar a partir das ciências sociais","year":2024,"lang":"pt","type":"article","venue":"Contribuciones a las Ciencias Sociales","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.005360164,0.00131923,0.001716957,0.0006626466,0.00497023,0.001711219,0.002056909,0.001364175,0.0007753499],"category_scores_gemma":[0.003510371,0.001347154,0.001508441,0.003900915,0.00450604,0.001666945,0.0006533483,0.001335131,0.001267677],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003678698,"about_ca_system_score_gemma":0.007021911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003223974,"about_ca_topic_score_gemma":0.00878024,"domain_scores_codex":[0.9882126,0.001746822,0.001750859,0.002098166,0.002673146,0.003518448],"domain_scores_gemma":[0.9946728,0.001887708,0.0007355926,0.0007670167,0.0008061764,0.001130688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003575434,0.001653544,0.03048552,0.001109582,0.001736858,0.0006100269,0.6564273,0.00003864611,0.008667949,0.1958979,0.05723869,0.04577646],"study_design_scores_gemma":[0.006493776,0.001327544,0.04420898,0.007626114,0.003636911,0.0001066265,0.4488366,0.01077589,0.008332842,0.06237192,0.3976009,0.008681939],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8750068,0.07277241,0.00187639,0.02091801,0.00904304,0.003481212,0.003438201,0.002210017,0.0112539],"genre_scores_gemma":[0.9847047,0.005561445,0.0001087848,0.001549603,0.003306223,0.0002323449,0.00008670789,0.0001769947,0.004273172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3403622,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05015928143782556,"score_gpt":0.3448022227371426,"score_spread":0.2946429412993171,"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."}}