{"id":"W3160505515","doi":"","title":"IMPLICACIÓN LABORAL DE LOS DOCENTES DE POSGRADO Y LA EVALUACIÓN QUE LES REALIZAN SUS ESTUDIANTES EN UNA UNIVERSIDAD ECUATORIANA","year":2020,"lang":"es","type":"article","venue":"Economía & Negocios","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Quarter (Canadian coin); Sample (material); Work (physics); Pedagogy; Mathematics education; Geography; Chemistry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001154976,0.0003767226,0.0004583899,0.0001190967,0.0007191003,0.0003931281,0.0007305807,0.0003862188,0.0009822928],"category_scores_gemma":[0.0006894271,0.0004455262,0.0002311597,0.0005831284,0.0004333173,0.0004123054,0.0001187212,0.0005836956,0.0002363253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007029865,"about_ca_system_score_gemma":0.002169058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005016388,"about_ca_topic_score_gemma":0.0009192593,"domain_scores_codex":[0.9966529,0.001145117,0.0004421283,0.0006455604,0.0002409338,0.0008733352],"domain_scores_gemma":[0.9978018,0.0007242733,0.0002831076,0.0002956622,0.0001339805,0.0007611878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007246008,0.0003562573,0.38638,0.000223968,0.0003993234,0.00007478837,0.2327164,0.00004815334,0.0006007892,0.348054,0.0170154,0.01405851],"study_design_scores_gemma":[0.002626016,0.0003891662,0.132975,0.000414234,0.0003620216,0.00001962361,0.342457,0.000799758,0.0009185135,0.006061144,0.5115405,0.001437043],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708863,0.001301164,0.00007607242,0.0657942,0.0002912509,0.0004872603,0.0001536511,0.0002849528,0.06072512],"genre_scores_gemma":[0.9942759,0.001550345,0.0004788845,0.001525796,0.001594493,0.00002216641,0.00003114151,0.00005708443,0.0004642277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4945251,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903745451892613,"score_gpt":0.3730535208798062,"score_spread":0.3440160663608801,"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."}}