{"id":"W4391529717","doi":"10.21680/2448-296x.2024v9n1id34722","title":"SOBRE UM ENSINO EM ‘ABERTO’","year":2024,"lang":"pt","type":"article","venue":"Revista Projetar - Projeto e Percepção do Ambiente","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association of Canadian Universities for Northern Studies","funders":"","keywords":"Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.001727489,0.0009540158,0.0009724946,0.0007869917,0.001024869,0.005348495,0.001468472,0.0007798673,0.001430344],"category_scores_gemma":[0.0008179376,0.000860058,0.0007779551,0.003210217,0.001057741,0.001543157,0.0006060779,0.001321896,0.006147208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006898968,"about_ca_system_score_gemma":0.001633646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004964266,"about_ca_topic_score_gemma":0.0003711713,"domain_scores_codex":[0.9930899,0.0005317763,0.001242014,0.001985514,0.00146795,0.001682917],"domain_scores_gemma":[0.9971583,0.0002237516,0.0002953323,0.001383143,0.0004484821,0.0004909355],"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":[0.0001044747,0.001022973,0.002466084,0.003961072,0.000470199,0.0003507035,0.1193547,0.000001643225,0.0006106063,0.1413712,0.3934771,0.3368094],"study_design_scores_gemma":[0.0002482144,0.0002760187,0.0005515744,0.001946546,0.0002366363,0.00006242025,0.07641777,0.0002439453,0.00008092647,0.002017187,0.9167817,0.001137089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4694978,0.07074708,0.0003229252,0.07825392,0.01339995,0.01040777,0.0008808012,0.00904715,0.3474426],"genre_scores_gemma":[0.7346945,0.009726143,0.0004181245,0.000815508,0.0009999054,0.0002022912,0.0001420608,0.0001749117,0.2528265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5233046,"threshold_uncertainty_score":0.9994825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05792939289385129,"score_gpt":0.358505523263185,"score_spread":0.3005761303693337,"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."}}