{"id":"W4408456908","doi":"10.1007/s10459-025-10423-w","title":"Knowledge claims","year":2025,"lang":"en","type":"editorial","venue":"Advances in Health Sciences Education","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medical education; Medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.02078504,0.001971307,0.003431846,0.00600402,0.005008592,0.01663766,0.005326134,0.03391447,0.06183455],"category_scores_gemma":[0.1358838,0.001222113,0.003156622,0.002230777,0.006620643,0.008614518,0.00615294,0.03037134,0.02936051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006600988,"about_ca_system_score_gemma":0.01054681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002959191,"about_ca_topic_score_gemma":0.005553816,"domain_scores_codex":[0.9771017,0.005149454,0.002510051,0.002237672,0.01140072,0.00160043],"domain_scores_gemma":[0.8989084,0.05636892,0.003926006,0.006307545,0.02807314,0.006416047],"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":[0.00002119423,0.00000830975,0.00001510108,0.000186936,0.00001734789,0.00005701323,0.0000326395,0.00001265453,0.00001940662,0.002885091,0.9868193,0.009925135],"study_design_scores_gemma":[0.00003034058,0.000007161884,0.00006575848,0.0008100581,0.00003790357,0.00006745169,0.0000670621,0.00005785284,0.00004979565,0.009282148,0.989512,0.00001235579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000429433,0.006435368,0.0003638524,0.1854817,0.7906646,0.00003240538,0.0001404128,0.0000857198,0.01675292],"genre_scores_gemma":[0.001560387,0.005296588,0.0003366612,0.1179094,0.8358364,0.00009267087,0.0001807711,0.00008858534,0.03869851],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06183455,"threshold_uncertainty_score":0.2068571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869123760054062,"score_gpt":0.4723762820544706,"score_spread":0.4536850444539299,"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."}}