{"id":"W4379381125","doi":"10.51189/encoped/19686","title":"A EDUCAÇÃO POSITIVA NO PROCESSO PSICOEMOCIONAL DA CRIANÇA EM DESENVOLVIMENTO DE APRENDIZAGEM","year":2023,"lang":"pt","type":"article","venue":"","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Psychology; Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002015281,0.0002863192,0.000256331,0.0002233017,0.001559076,0.0006622604,0.0006255953,0.0003294639,0.02983389],"category_scores_gemma":[0.001046101,0.0002886027,0.0001489526,0.001452579,0.0002469884,0.001155064,0.0001449868,0.0004446016,0.0162277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039687,"about_ca_system_score_gemma":0.002592557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420731,"about_ca_topic_score_gemma":0.003177086,"domain_scores_codex":[0.9965475,0.0007521971,0.000395269,0.0005972416,0.0007559005,0.0009519294],"domain_scores_gemma":[0.9973844,0.001251953,0.0002576563,0.0002964535,0.0003369081,0.0004726026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007999506,0.0007043424,0.006592849,0.0001336722,0.0001730561,0.00002480732,0.1907403,0.00001281015,0.0001884753,0.02717736,0.7706037,0.003568677],"study_design_scores_gemma":[0.0006107254,0.0001684965,0.01088849,0.000149336,0.0002119027,0.00001261008,0.3676026,0.0005041166,0.0004457037,0.005348037,0.6132579,0.0008001039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3304837,0.001313321,0.0003176739,0.1492329,0.009229374,0.001118206,0.000126023,0.0008940607,0.5072847],"genre_scores_gemma":[0.5204137,0.0003783922,0.0002442143,0.00213767,0.001921591,0.00006889077,0.00008036705,0.00003041612,0.4747248],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.18993,"threshold_uncertainty_score":0.9999566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230549024675547,"score_gpt":0.454666977408981,"score_spread":0.3316120749414263,"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."}}