{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006205291,0.0001761458,0.0002800452,0.0003929008,0.003739717,0.001213651,0.002884563,0.00008905739,0.0009759134],"category_scores_gemma":[0.02365631,0.0001169583,0.00007765136,0.0008252329,0.0006022005,0.0009042132,0.05461093,0.000364326,0.00001756593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213824,"about_ca_system_score_gemma":0.0004387912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319683,"about_ca_topic_score_gemma":0.0003558107,"domain_scores_codex":[0.9951392,0.0001446077,0.0008540193,0.0009015949,0.002651249,0.0003093044],"domain_scores_gemma":[0.9955991,0.002549656,0.000309634,0.0005741639,0.0004419528,0.0005254803],"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":[0.00005144935,0.00005512446,0.1422605,0.000001911024,0.00007293585,0.0002160857,0.0205063,0.00002259528,0.0005919331,0.00525608,0.8205861,0.01037893],"study_design_scores_gemma":[0.0005210263,0.00007589797,0.1501315,0.0001864918,0.00003282294,0.0001961739,0.003251391,0.003310669,0.0003787454,0.3241364,0.5174816,0.0002972942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8145927,0.0003017957,0.004673997,0.1185217,0.003236446,0.0007226634,0.0001894581,0.00005194642,0.05770934],"genre_scores_gemma":[0.9863147,0.0001389791,0.0005436591,0.007840581,0.000291859,0.00002077872,0.00002852776,0.000006236691,0.004814649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3188803,"threshold_uncertainty_score":0.9999374,"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."}}