{"id":"W4230615860","doi":"10.1177/104973201129118885","title":"Book Review","year":2001,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.04970264,0.0001853644,0.0005472734,0.0004621424,0.0004935202,0.00003650464,0.0004552658,0.00005960421,0.01564446],"category_scores_gemma":[0.005029817,0.0001650063,0.00009309195,0.002775982,0.0005749839,0.0003053178,0.0001301128,0.001158936,0.1420638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100784,"about_ca_system_score_gemma":0.001005661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006367214,"about_ca_topic_score_gemma":0.00005347955,"domain_scores_codex":[0.9706599,0.02357224,0.0008291085,0.0006227987,0.002441654,0.001874357],"domain_scores_gemma":[0.9932784,0.003629093,0.0001739351,0.000753074,0.00135753,0.0008079302],"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":[0.00007173541,0.0001256148,0.00001571727,0.002127145,0.00001454491,0.00001503454,0.01364337,1.214859e-7,0.00001793252,0.004910127,0.976197,0.002861635],"study_design_scores_gemma":[0.0003442641,0.0004993099,0.0001591947,0.002224511,0.000001719675,0.00001108157,0.004817391,0.00001050384,0.00001227443,0.00127814,0.9904971,0.0001445132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001988557,0.8361099,0.00008613492,0.1337631,0.00004898499,0.002038358,0.00004101365,0.0003714827,0.02734216],"genre_scores_gemma":[0.0008694459,0.6362352,0.001494733,0.2191073,0.0003531406,0.001314092,0.000100732,0.0007164095,0.1398089],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1998747,"threshold_uncertainty_score":0.9852554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7542163116184064,"score_gpt":0.7295549089324879,"score_spread":0.02466140268591854,"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."}}