{"id":"W4327916709","doi":"10.55232/1087002.29","title":"SAÚDE MENTAL E EDUCAÇÃO: OLHAR DE CUIDADO ÀS/AOS PROFISSIONAIS EM EDUCAÇÃO","year":2023,"lang":"pt","type":"book-chapter","venue":"Instituto Scientia eBooks","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Sociology; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007235208,0.0003126149,0.0002601914,0.0007154901,0.002618324,0.004015082,0.0003971436,0.001384491,0.01037073],"category_scores_gemma":[0.001012622,0.0001889875,0.0002066998,0.001275067,0.002496572,0.001690771,0.001492343,0.002508465,0.001891902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527887,"about_ca_system_score_gemma":0.01062594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02244291,"about_ca_topic_score_gemma":0.05612629,"domain_scores_codex":[0.9994169,0.0003108775,0.00001900234,0.0000380582,0.0001025373,0.0001125645],"domain_scores_gemma":[0.9995083,0.000166618,0.00004676851,0.00002745485,0.0001130403,0.0001377429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002001598,0.0002185309,0.001411075,0.0008134412,0.000007206311,0.0002481577,0.04099357,0.000217015,0.0003589139,0.4298838,0.2636971,0.2621312],"study_design_scores_gemma":[0.000004363149,0.0000342956,0.002392371,0.0009674495,0.000006344713,0.0001551597,0.01002096,0.000071483,0.0001320011,0.01793062,0.9682791,0.000005852587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007969938,0.1175117,0.001277584,0.0652262,0.004799486,0.00007766837,0.00007356405,0.0000844621,0.8029794],"genre_scores_gemma":[0.2170958,0.138648,0.002287488,0.01558763,0.002739606,0.0001273297,0.0000789804,0.00007333978,0.6233618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02244291,"threshold_uncertainty_score":0.04462457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06780943208735146,"score_gpt":0.3329769406676965,"score_spread":0.265167508580345,"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."}}