{"id":"W4406843571","doi":"10.1016/j.ekir.2024.11.1309","title":"WCN25-2948 INTELLECTUAL FREEDOM, OPEN INQUIRY, EQUITY, DIVERSITY, AND INCLUSION: BANFF TRADITIONS FROM THE BEGINNING AND ALSO IMPORTANT TO ISN","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Equity (law); Inclusion (mineral); Medicine; Diversity (politics); Sociology; Social science; Anthropology; Law; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.007639784,0.0005342758,0.000890354,0.0008556019,0.006165464,0.01604958,0.002051848,0.01580427,0.06511797],"category_scores_gemma":[0.01839673,0.000248192,0.0003649688,0.001075313,0.01674946,0.007672886,0.009311011,0.02451794,0.02981966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004230438,"about_ca_system_score_gemma":0.01026091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004399288,"about_ca_topic_score_gemma":0.007201772,"domain_scores_codex":[0.9914655,0.003061102,0.0005961289,0.001182859,0.002711891,0.0009824975],"domain_scores_gemma":[0.9854051,0.005753459,0.0006223911,0.00147178,0.002621564,0.004125755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003038755,0.00003910929,0.000235969,0.0002063309,0.000005837286,0.0003598991,0.001225141,0.00003623743,0.0002061283,0.1591957,0.7530236,0.0854356],"study_design_scores_gemma":[0.00000752625,0.000009555709,0.000166896,0.0005728747,0.000001990366,0.0003821305,0.0006453344,0.00003277145,0.00004843404,0.01972705,0.9783937,0.00001163973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001037933,0.0136773,0.001930347,0.5990804,0.06896918,0.00006819719,0.0001025356,0.0002148026,0.3149193],"genre_scores_gemma":[0.04292916,0.01417812,0.003322945,0.530907,0.03310285,0.0002997176,0.000217261,0.0005958928,0.3744472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9979482,"threshold_uncertainty_score":0.2178413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1908803389311907,"score_gpt":0.4593277922002632,"score_spread":0.2684474532690724,"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."}}