{"id":"W4407276255","doi":"10.70266/9783886177660","title":"10.70266/9783886177660","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004917247,0.0002361925,0.0005919812,0.0003065966,0.0001003814,0.00002411952,0.0003525742,0.0003649944,0.9989647],"category_scores_gemma":[0.0001460215,0.0001797402,0.0001270002,0.0002128113,0.0001853356,0.00002819356,0.0001047036,0.0007688833,0.9963599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199191,"about_ca_system_score_gemma":0.001962979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001560605,"about_ca_topic_score_gemma":1.514021e-8,"domain_scores_codex":[0.9971178,0.0000321037,0.0003714817,0.0004891319,0.001351141,0.0006383606],"domain_scores_gemma":[0.9978065,0.0001192148,0.00005125863,0.0005035173,0.0001152265,0.001404302],"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":[0.0001274514,0.00003192117,3.885509e-8,0.0001768156,0.00001237731,0.00008282543,0.000005889328,2.515627e-7,0.000001210936,0.00000195138,0.7738423,0.225717],"study_design_scores_gemma":[0.0003405119,0.0007863509,0.00001241233,0.0004495424,0.00003513841,0.00004528765,2.305026e-7,0.00006985458,0.000001067458,0.00002958219,0.9980561,0.0001739132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000166344,0.0004419027,2.486453e-7,0.002296813,0.000008886401,0.000717137,0.00002964062,0.00009338996,0.9964103],"genre_scores_gemma":[9.460562e-8,0.00001426235,0.00008440031,0.0010308,0.001170603,0.00003481416,0.0001474049,0.00004072859,0.9974769],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2255431,"threshold_uncertainty_score":0.7329594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305015601312629,"score_gpt":0.3058442485536268,"score_spread":0.2753426884223639,"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."}}