{"id":"W2101967546","doi":"10.1111/j.1466-769x.2004.00164.x","title":"Pedagogical integrity in the knowledge economy","year":2004,"lang":"en","type":"article","venue":"Nursing Philosophy","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Knowledge economy; Business; Knowledge management; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004272452,0.00006044795,0.00007162254,0.00003998242,0.0002667525,0.00005884336,0.0002377463,0.00005967572,0.00007181075],"category_scores_gemma":[0.00004341337,0.00004609614,0.00003189885,0.0002539039,0.0001931192,0.0001332766,0.000005087828,0.0002008853,0.0002225402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003987768,"about_ca_system_score_gemma":0.0005009114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002958552,"about_ca_topic_score_gemma":0.0002316947,"domain_scores_codex":[0.9993345,0.00009478124,0.0001183785,0.0001359003,0.0001364156,0.0001800678],"domain_scores_gemma":[0.9997243,0.00005364153,0.00003239486,0.0001049711,0.00003561376,0.00004912039],"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":[0.000002821335,0.0002475193,0.000962562,0.000001604828,0.000001137835,0.000001242109,0.1672369,0.000002678411,7.056856e-7,0.827434,0.001124199,0.002984656],"study_design_scores_gemma":[0.0001908114,0.00001363003,0.01455409,0.0000703868,0.000002032404,9.125992e-7,0.00533475,2.262422e-7,0.000007526316,0.6535739,0.3261695,0.00008225974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08571961,0.0002367431,0.00006777455,0.1038925,0.0005313493,0.0001464354,5.522165e-7,0.00002922986,0.8093758],"genre_scores_gemma":[0.9972264,0.00001506909,0.0003331143,0.00123975,0.000694509,0.00001733724,0.000001449073,0.00000336717,0.0004690416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9115068,"threshold_uncertainty_score":0.2860379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470531656850833,"score_gpt":0.4250869415842249,"score_spread":0.2780337758991417,"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."}}