{"id":"W3048869322","doi":"10.5430/ijhe.v9n7p321","title":"Purpose and Features of Teaching Philosophical Disciplines at Tertiary Educational Institutions while Training Specialists of Various Knowledge Areas","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Ukrainian; Popularity; Engineering ethics; Institution; Philosophy of education; Sociology; Process (computing); Credibility; Pedagogy; Mathematics education; Epistemology; Social science; Psychology; Engineering; Political science; Computer science; Philosophy","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":[0.0006731044,0.0000952717,0.0001966534,0.0002688236,0.0002685459,0.00005404397,0.0004015195,0.00008659181,0.0004259671],"category_scores_gemma":[0.0007043743,0.00008976955,0.00008565142,0.0001789646,0.0003862044,0.0004072584,0.00004316734,0.000306374,0.000003712518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267879,"about_ca_system_score_gemma":0.003604362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000317279,"about_ca_topic_score_gemma":0.0004701619,"domain_scores_codex":[0.9982238,0.000257552,0.0005568992,0.0001496569,0.000658956,0.0001531469],"domain_scores_gemma":[0.9977245,0.0004056322,0.0004768969,0.00007276074,0.001061149,0.0002590264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002209978,0.001388624,0.1015736,0.0001629411,0.0001588204,0.000002001506,0.2286256,0.0000229257,0.0009290586,0.6273047,0.01878127,0.02082939],"study_design_scores_gemma":[0.0005740923,0.0001206698,0.8535109,0.000402077,0.00005781114,0.00004086475,0.01729608,0.000006392834,0.0001761858,0.02702928,0.1006049,0.0001806842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6339884,0.002921889,0.00004584252,0.3281041,0.004035974,0.0002177022,0.00002327791,0.000009572858,0.03065325],"genre_scores_gemma":[0.9903109,0.0001417502,0.0008673128,0.0004397406,0.007060735,0.000007953919,0.00002743331,0.000008847758,0.001135289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7519373,"threshold_uncertainty_score":0.6393984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1582874353809698,"score_gpt":0.4781785573096604,"score_spread":0.3198911219286906,"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."}}