{"id":"W4399761276","doi":"10.55905/rdelosv17.n56-009","title":"Descritores de competências docentes: uma proposta de bricolagem da metodologia etnográfica com a articulação de saberes trandisciplinares","year":2024,"lang":"pt","type":"article","venue":"DELOS Desarrollo Local Sostenible","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Humanities; Art; Sociology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004353572,0.0006729296,0.0007624998,0.0003640346,0.002064266,0.001770297,0.0011316,0.0008367775,0.001800129],"category_scores_gemma":[0.001180651,0.0006322357,0.0005264542,0.001699309,0.001451562,0.001240373,0.0002370961,0.001353947,0.0006044536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228222,"about_ca_system_score_gemma":0.004312568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00566628,"about_ca_topic_score_gemma":0.007528588,"domain_scores_codex":[0.9921376,0.00279338,0.0009495951,0.001065725,0.0009473113,0.002106362],"domain_scores_gemma":[0.9948072,0.003075219,0.0002834187,0.0005554412,0.0003026098,0.0009761329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003073189,0.004407185,0.1869639,0.003175598,0.00278971,0.002290696,0.5247408,0.005801798,0.005037271,0.03654524,0.1655225,0.05965206],"study_design_scores_gemma":[0.003839081,0.002555394,0.0267656,0.003094523,0.003839902,0.0008009151,0.4132104,0.1368201,0.01259426,0.02625064,0.3660911,0.004138164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877224,0.02452855,0.03373604,0.04511427,0.002546323,0.001608857,0.0001724327,0.0008402122,0.00373086],"genre_scores_gemma":[0.9874103,0.0009262414,0.002272754,0.001301136,0.000791103,0.0001654564,0.00005627289,0.00009603181,0.006980723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2005686,"threshold_uncertainty_score":0.9996129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09906139216122026,"score_gpt":0.4018334017563933,"score_spread":0.302772009595173,"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."}}