{"id":"W3108322319","doi":"10.5430/ijhe.v10n2p140","title":"Perspective of Teaching in University Professors: Case Study in A Chilean University","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Process (computing); Mathematics education; Pedagogy; Point (geometry); Qualitative research; Psychology; Sociology; Computer science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579108,0.00004345361,0.00009370429,0.0003075587,0.00005571487,0.00001368563,0.0002531848,0.00003005253,0.0001033622],"category_scores_gemma":[0.0001363188,0.00005046443,0.0000369411,0.0002534853,0.00004480741,0.0003702056,0.00002052556,0.0002721766,0.000001081674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007251442,"about_ca_system_score_gemma":0.0007776957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009810591,"about_ca_topic_score_gemma":0.003841937,"domain_scores_codex":[0.99896,0.000464455,0.0001749556,0.00008713733,0.000247825,0.00006558955],"domain_scores_gemma":[0.9993102,0.00008308396,0.0002392295,0.00003301132,0.0002699003,0.00006457727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007700657,0.001196866,0.3786165,0.000002315834,0.00003926375,0.0002864281,0.5815932,0.00003065338,0.00001981244,0.03633232,0.0002062596,0.001599325],"study_design_scores_gemma":[0.0006095033,0.00005558078,0.1719837,0.00004006163,0.000009931206,0.00001676764,0.8218069,0.000004634222,0.00000237101,0.0002935442,0.00513105,0.00004597703],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719384,0.00002792053,0.00001135651,0.01463452,0.0005888671,0.0001027171,0.000001321736,0.000004608411,0.01269026],"genre_scores_gemma":[0.998789,0.000006530514,0.0002167205,0.0000917462,0.0002720362,1.172509e-7,6.932535e-7,0.000002815239,0.0006204155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2402137,"threshold_uncertainty_score":0.9967831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07192481692868846,"score_gpt":0.4107016216172287,"score_spread":0.3387768046885403,"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."}}