{"id":"W7115683174","doi":"10.52320/svv.v1ix.409","title":"DIDAKTIKOS VIETA AUKŠTAJAME MOKSLE: TARP TRADICIJOS, KRITIKOS IR INOVACIJOS","year":2025,"lang":"","type":"article","venue":"STUDIJOS – VERSLAS – VISUOMENĖ DABARTIS IR ATEITIES ĮŽVALGOS","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Collegiality; Higher education; Cultural competence; Professional development; Teacher education; Competence-based management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009992355,0.0003215181,0.0004451421,0.00175959,0.002787855,0.005749216,0.0003318194,0.0007096078,0.01065811],"category_scores_gemma":[0.001848159,0.0002160378,0.0002517423,0.001528401,0.002422964,0.001744424,0.002832635,0.001838679,0.001582925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415509,"about_ca_system_score_gemma":0.003346859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003280135,"about_ca_topic_score_gemma":0.004192316,"domain_scores_codex":[0.9990137,0.0003648455,0.00008185287,0.0001100979,0.0002559326,0.0001736432],"domain_scores_gemma":[0.9991127,0.0003855801,0.0001307375,0.00007764802,0.0001338726,0.000159431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003615704,0.0004038067,0.02358611,0.003163764,0.00005557923,0.003741912,0.09058242,0.001392792,0.005207637,0.2929865,0.02032877,0.5581892],"study_design_scores_gemma":[0.0000347337,0.0001864957,0.05481879,0.001721066,0.00004456469,0.002877017,0.05168511,0.0005878499,0.002802601,0.02297226,0.8622096,0.00005980683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5148864,0.05878102,0.007271081,0.01471087,0.002218805,0.0001258032,0.0004218342,0.0003566646,0.4012276],"genre_scores_gemma":[0.9489903,0.01185191,0.0030573,0.0005574108,0.0003597631,0.0000657656,0.0001566519,0.00006760957,0.03489331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01065811,"threshold_uncertainty_score":0.03565496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07887724596460664,"score_gpt":0.4219363722857264,"score_spread":0.3430591263211198,"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."}}