{"id":"W2127221268","doi":"10.51847/nznrpwf","title":"10.51847/NznRPwf","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pigment; Orange (colour); Carotenoid; DPPH; Biology; Food science; 16S ribosomal RNA; Chemistry; Astaxanthin; Botany; Bacteria; Antioxidant; Biochemistry; Organic chemistry","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":[0.00003857796,0.00007089591,0.00006315585,0.00001354478,0.00004464636,0.00001251051,0.0001378045,0.00005143832,0.9132369],"category_scores_gemma":[0.000008854565,0.00007068596,0.00003574234,0.00006673378,0.00001767135,0.000001045798,0.00003015114,0.00002559476,0.881331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002048227,"about_ca_system_score_gemma":0.00001415603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005281223,"about_ca_topic_score_gemma":1.20151e-7,"domain_scores_codex":[0.9995663,0.00001220882,0.000079946,0.0001753591,0.00003680749,0.0001294341],"domain_scores_gemma":[0.9996352,0.000002009854,0.00001109263,0.0002588418,0.00002035034,0.00007253337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000259161,0.00002811571,9.4117e-8,0.000001290397,0.000007388804,2.224021e-7,0.000002102159,0.00001662522,0.3051298,0.000003611044,0.09003457,0.6047503],"study_design_scores_gemma":[0.0001090313,0.00003969266,0.00004148398,0.000001551379,0.000006851696,0.000003532672,2.07891e-7,0.000003107667,0.01016568,0.000001415089,0.9895327,0.00009476122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03632171,0.0001557744,0.00000816189,0.0002028157,0.000001933783,0.0001433334,0.00003900496,0.00002109703,0.9631062],"genre_scores_gemma":[0.002225415,0.00000303285,0.0002494538,0.0001736937,0.0002126649,0.00002183923,0.00005439094,0.00001254921,0.9970469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8994981,"threshold_uncertainty_score":0.288249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003594273851902027,"score_gpt":0.1844528120054746,"score_spread":0.1808585381535726,"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."}}