{"id":"W4407264779","doi":"10.29173/cais1969","title":"The importance of revisiting","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Epistemology; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1045639,0.0007850485,0.001172171,0.00555551,0.01158499,0.02610269,0.005394124,0.005542109,0.00527714],"category_scores_gemma":[0.2533658,0.0006906182,0.0008693641,0.005279969,0.03655051,0.04428067,0.01042717,0.01318661,0.002049991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0147111,"about_ca_system_score_gemma":0.05285595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0401252,"about_ca_topic_score_gemma":0.0696928,"domain_scores_codex":[0.9033647,0.05729574,0.009354925,0.008132684,0.0181513,0.003700729],"domain_scores_gemma":[0.5763801,0.3065254,0.02030988,0.03142932,0.05636252,0.008992798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007182024,0.0002761966,0.01628663,0.002388623,0.00006860197,0.0007270474,0.3890674,0.0001542915,0.0009941898,0.3291507,0.06614089,0.1946735],"study_design_scores_gemma":[0.00001870683,0.00009154168,0.01084909,0.005793058,0.00006084809,0.0005333851,0.2744409,0.0002286302,0.0011638,0.1079007,0.5987921,0.0001273903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08333746,0.05596525,0.04011194,0.6785156,0.03040838,0.0006912717,0.0005010312,0.0003000856,0.110169],"genre_scores_gemma":[0.6427462,0.04616493,0.07888681,0.1989249,0.008159684,0.001408791,0.0006306918,0.0006710351,0.02240698],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1045639,"threshold_uncertainty_score":0.5529932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297465665066623,"score_gpt":0.3378800545600365,"score_spread":0.3081334880533742,"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."}}