{"id":"W1575891928","doi":"10.1111/jep.12057","title":"Resistance is not futile, but neither is it always justified","year":2013,"lang":"en","type":"letter","venue":"Journal of Evaluation in Clinical Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Relevance (law); Library science; Citation; Resistance (ecology); Psychology; Computer science; Sociology; Medicine; Law; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01665499,0.0005823142,0.001805266,0.0007579864,0.005772286,0.006240907,0.002504883,0.07865044,0.01000573],"category_scores_gemma":[0.1163346,0.0006441434,0.001649668,0.000756191,0.01167043,0.01028025,0.004002829,0.08606208,0.006116772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005434472,"about_ca_system_score_gemma":0.008703626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003952964,"about_ca_topic_score_gemma":0.009157958,"domain_scores_codex":[0.9737409,0.009365938,0.00283765,0.00274097,0.009004282,0.002310205],"domain_scores_gemma":[0.9219849,0.04501614,0.004213979,0.002457015,0.01342563,0.01290229],"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":[0.00005798309,0.0000811611,0.001300868,0.000151033,0.00004804937,0.002074015,0.0006927613,0.00009949008,0.0002155889,0.02375826,0.9513006,0.02022016],"study_design_scores_gemma":[0.0001070656,0.0001112299,0.001384786,0.001434359,0.00003542269,0.00393687,0.002374767,0.000495867,0.0001688363,0.07777333,0.9120482,0.000129296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001349466,0.0003015288,0.00009864084,0.9953224,0.002655883,0.000002662201,0.00000343217,0.00000672344,0.001473711],"genre_scores_gemma":[0.003233659,0.0004399705,0.0004398836,0.9805964,0.01264909,0.00001404194,0.000005574567,0.0000141875,0.002607224],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07865044,"threshold_uncertainty_score":0.08808112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.586487030351696,"score_gpt":0.6694939193895032,"score_spread":0.08300688903780717,"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."}}