{"id":"W4388652966","doi":"10.29327/2323543.24.1-19","title":"PERCEPÇÃO AMBIENTAL DE ESTUDANTES DE UM CURSO TÉCNICO INTEGRADO AO ENSINO MÉDIO (INFORMÁTICA PARA INTERNET) NA ZONA DA MATA ALAGOANA","year":2023,"lang":"pt","type":"article","venue":"Revista Científica Excellence","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prairie Bible Institute","funders":"","keywords":"Humanities; Psychology; 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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001748348,0.0006485853,0.0007008372,0.0005122381,0.0008287237,0.001536857,0.002461808,0.0004381085,0.0008848613],"category_scores_gemma":[0.002446382,0.0006368185,0.0004611308,0.002940708,0.001702712,0.0007307174,0.0009418391,0.0008145703,0.003655119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008961483,"about_ca_system_score_gemma":0.0009663541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006616417,"about_ca_topic_score_gemma":0.0001212818,"domain_scores_codex":[0.994553,0.0002964681,0.0009914929,0.001169045,0.001102811,0.00188724],"domain_scores_gemma":[0.9969114,0.0006112854,0.000447107,0.001134783,0.0002495768,0.0006458315],"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":[0.0001702351,0.001956939,0.09957927,0.001471741,0.0002668909,0.0003395385,0.1930071,0.00002225579,0.003569852,0.1677383,0.4301122,0.1017657],"study_design_scores_gemma":[0.0006929188,0.0005279584,0.03114969,0.002540147,0.0001931215,0.00009852288,0.4075857,0.005338669,0.00134699,0.001244454,0.5472929,0.001988898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631503,0.002988282,0.0005405751,0.006747788,0.001109622,0.0009784851,0.0001113238,0.001409248,0.02296438],"genre_scores_gemma":[0.9495851,0.0045378,0.0002798168,0.0005373406,0.000189687,0.00006375318,0.00006732875,0.00005979097,0.04467942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2145786,"threshold_uncertainty_score":0.9996083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07183415590832996,"score_gpt":0.3516872532597227,"score_spread":0.2798530973513927,"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."}}