{"id":"W4411659017","doi":"10.51847/wktfii4","title":"10.51847/wKTFIi4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Steroid Chemistry and Biochemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Normalization (sociology); Metabolism; Computational biology; Computer science; Chemistry; Biological system; Biology; Biochemistry; Sociology","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":[0.00005808559,0.0001584389,0.0001054255,0.0000104045,0.00005420825,0.00002309078,0.0002472771,0.0001496027,0.9174846],"category_scores_gemma":[0.00002669105,0.0001599039,0.00007498691,0.0000754847,0.00003194713,0.000001720939,0.00006191572,0.00006060825,0.6688176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000897783,"about_ca_system_score_gemma":0.00002676262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001672938,"about_ca_topic_score_gemma":2.682252e-8,"domain_scores_codex":[0.9991622,0.00001197984,0.0001354311,0.0003371263,0.0001022755,0.0002509691],"domain_scores_gemma":[0.999378,0.000004565829,0.00002138717,0.0004092651,0.000034083,0.000152749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001947841,0.00005304923,0.000001184273,0.00001105139,0.00002826104,0.000004462002,0.000002317407,0.00002052901,0.7060086,4.442482e-8,0.06570358,0.2279722],"study_design_scores_gemma":[0.0001691301,0.00007947542,0.000008739964,0.000006481841,0.000006886422,0.00002087541,6.317154e-7,0.000005004377,0.3146354,3.10284e-7,0.6849134,0.0001537024],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1214992,0.0001511349,0.000001001097,0.0001117523,0.000002423017,0.00007147107,0.00002681592,0.00003232618,0.8781039],"genre_scores_gemma":[0.01258734,0.000002085224,0.00009080554,0.0001511065,0.0003843795,0.00001578668,0.0001782234,0.00002036957,0.9865699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6192098,"threshold_uncertainty_score":0.6520693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003449104668249038,"score_gpt":0.1767527325623504,"score_spread":0.1733036278941014,"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."}}