{"id":"W4407605863","doi":"10.70266/9783886177318","title":"10.70266/9783886177318","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Psychology, Coaching, and Therapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003110043,0.000634386,0.0007594956,0.0004446719,0.0001213819,0.00004807692,0.0009193024,0.001002276,0.9986328],"category_scores_gemma":[0.00001198744,0.0006593773,0.0003183275,0.0001379182,0.0001407808,0.00004574936,0.00006505909,0.0008560072,0.9979482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292736,"about_ca_system_score_gemma":0.000124722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002493125,"about_ca_topic_score_gemma":5.91038e-8,"domain_scores_codex":[0.9972885,0.0002014737,0.0004928012,0.0009904237,0.0002778753,0.0007489477],"domain_scores_gemma":[0.9978098,0.0001476947,0.0001907101,0.001483539,0.00005109742,0.0003171872],"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":[0.0003722147,0.0001243406,6.047194e-8,0.000006902888,0.0002722662,0.00008224276,0.000123161,8.832396e-7,0.000002238537,0.0002140757,0.8124261,0.1863756],"study_design_scores_gemma":[0.0007716444,0.000513436,0.00002194961,0.00005680169,0.00007587434,0.00009138946,0.000001156804,8.515574e-7,5.055218e-7,0.0007205916,0.9970613,0.0006844884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006973824,0.001354738,0.000003105337,0.0001709527,0.0001638505,0.0005749239,0.0001718396,0.0004211288,0.9971325],"genre_scores_gemma":[0.000001608487,0.000005168549,0.00003122498,0.001039187,0.001708908,0.00009226348,0.0002997756,0.0002339082,0.9965879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1856911,"threshold_uncertainty_score":0.9995857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439146095510497,"score_gpt":0.2592854531307093,"score_spread":0.2448939921756043,"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."}}