{"id":"W7119374879","doi":"","title":"title.alternative","year":2023,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Component (thermodynamics); Action (physics); Curriculum; Individualism; Appropriation; Promotion (chess); Slogan; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.001152049,0.0004831507,0.000467476,0.0005336398,0.001418337,0.0003515957,0.0008355574,0.001064359,0.00228442],"category_scores_gemma":[0.001453306,0.0005152256,0.0002934836,0.001031782,0.00003685093,0.0005315471,0.00009739064,0.001139042,0.001636181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005946198,"about_ca_system_score_gemma":0.002259655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002565613,"about_ca_topic_score_gemma":0.00147869,"domain_scores_codex":[0.9959093,0.0008572517,0.0006695226,0.0007966987,0.001063631,0.0007035779],"domain_scores_gemma":[0.9968609,0.0008002695,0.0007877704,0.0004584756,0.0006381088,0.0004544724],"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":[0.0001167378,0.000324184,0.000101634,0.0001227002,0.0002795056,0.00008322067,0.03066957,0.00001380081,0.00007395108,0.9367526,0.02738353,0.004078558],"study_design_scores_gemma":[0.0002929376,0.0000378621,0.001108592,0.0002127664,0.0001576257,0.00005348733,0.01041408,0.000134999,0.000139131,0.001544867,0.9853704,0.0005332796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005331909,0.0006606597,0.000229165,0.02068716,0.01122606,0.0005404156,0.0001073786,0.0004381896,0.9607791],"genre_scores_gemma":[0.8980272,0.001380011,0.0002371083,0.0002175923,0.002349922,0.0001868873,0.001168165,0.00009471481,0.09633844],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9579868,"threshold_uncertainty_score":0.9998817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05695307259338215,"score_gpt":0.3430361468181192,"score_spread":0.286083074224737,"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."}}