{"id":"W4230723030","doi":"10.1007/978-3-319-69909-7_3640-2","title":"Subsample","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007074808,0.0005280597,0.0008760368,0.001160886,0.001534655,0.001202647,0.001505905,0.0009144642,0.2012075],"category_scores_gemma":[0.00349975,0.0002698062,0.0005782064,0.001063604,0.0002892146,0.0006719627,0.001487718,0.0008938897,0.09772709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008192335,"about_ca_system_score_gemma":0.002126675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0180081,"about_ca_topic_score_gemma":0.02805361,"domain_scores_codex":[0.9991186,0.000171744,0.0000547454,0.0002112686,0.0002196402,0.0002238996],"domain_scores_gemma":[0.9993073,0.00005857158,0.00005832232,0.0001468669,0.0002638595,0.0001650295],"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":[0.002675202,0.001889149,0.08411087,0.000717252,0.0001369648,0.001317045,0.002679241,0.0001475728,0.00237282,0.01667605,0.7165141,0.1707639],"study_design_scores_gemma":[0.0009573317,0.001541456,0.1586283,0.0004110923,0.0002057879,0.002038616,0.007704869,0.0005950662,0.000940901,0.00531189,0.821611,0.00005368007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3271571,0.0049495,0.01202911,0.01153513,0.005305657,0.01721007,0.2170757,0.001610275,0.4031275],"genre_scores_gemma":[0.3034555,0.001633294,0.005039859,0.01540136,0.001535481,0.0161999,0.06584387,0.0003085435,0.5905821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2012075,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459863385521001,"score_gpt":0.4552092088014931,"score_spread":0.3092228702493931,"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."}}