{"id":"W3040731737","doi":"10.29173/irie382","title":"Student Centeredness as Innovation","year":2020,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); Product (mathematics); Focus (optics); Service (business); Knowledge management; Engineering ethics; Computer science; Engineering management; Sociology; Engineering; Business; Marketing","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":[0.03258635,0.0006597856,0.000816314,0.002547122,0.00458692,0.01548372,0.001794736,0.00783338,0.00511616],"category_scores_gemma":[0.02656891,0.0003556627,0.0007272727,0.001637245,0.05335512,0.01441917,0.01444665,0.006661175,0.001051005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006153546,"about_ca_system_score_gemma":0.007599386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006585713,"about_ca_topic_score_gemma":0.0005107828,"domain_scores_codex":[0.9494646,0.03730801,0.00136908,0.003098765,0.006625177,0.002134404],"domain_scores_gemma":[0.9454224,0.03778921,0.004109154,0.005596599,0.003702949,0.003379679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001271338,0.00003536621,0.000475402,0.0002266724,0.0000118078,0.00009132271,0.01450441,0.0003130645,0.0002473198,0.9603656,0.001541427,0.02217486],"study_design_scores_gemma":[0.00002253349,0.0001711152,0.0005573464,0.0008159266,0.00001576048,0.0004034573,0.007615037,0.0006092041,0.0009068168,0.721859,0.2669894,0.00003432381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04969497,0.0524578,0.138672,0.1280191,0.003068749,0.0003400751,0.00003974003,0.000310485,0.6273971],"genre_scores_gemma":[0.9356623,0.01266918,0.01313964,0.0120171,0.00126764,0.0003467446,0.00002628955,0.0001315433,0.02473962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03258635,"threshold_uncertainty_score":0.1723351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1599699770480929,"score_gpt":0.4739721066066432,"score_spread":0.3140021295585503,"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."}}