{"id":"W1502760592","doi":"10.51847/prp8ic1","title":"10.51847/PRp8ic1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pigment; Carotenoid; Food science; Orange (colour); Substrate (aquarium); Biology; Chemistry; 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":[0.00003818679,0.00007085729,0.00006316368,0.00001348395,0.00004467617,0.00001273732,0.0001367489,0.00005017325,0.9147844],"category_scores_gemma":[0.000008800285,0.00007065982,0.00003596861,0.00006639536,0.00001771792,0.000001036303,0.00002998741,0.00002463225,0.8798865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002044784,"about_ca_system_score_gemma":0.0000141461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004254411,"about_ca_topic_score_gemma":1.163517e-7,"domain_scores_codex":[0.999568,0.00001195531,0.00007961332,0.0001751308,0.00003629798,0.0001290181],"domain_scores_gemma":[0.9996307,0.000002008639,0.00001104235,0.0002634467,0.00002066321,0.00007210366],"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":[0.00003862195,0.00002998576,9.505389e-8,0.000001335718,0.00000771436,2.359715e-7,0.000002148958,0.0000169063,0.3136602,0.000005284645,0.09388763,0.5923498],"study_design_scores_gemma":[0.0001091957,0.00003941414,0.00005252836,0.000001527748,0.000006852181,0.000003543217,2.108388e-7,0.000002623244,0.009930048,0.000001413394,0.9897579,0.00009472089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03870608,0.0001578074,0.000008348286,0.0002040031,0.000002005724,0.0001472291,0.00003966848,0.00002170916,0.9607131],"genre_scores_gemma":[0.002163431,0.000002909418,0.0002364997,0.0001659699,0.0002093359,0.00002174382,0.00005520575,0.00001252625,0.9971324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8958703,"threshold_uncertainty_score":0.2881424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003604677038123556,"score_gpt":0.184498290378024,"score_spread":0.1808936133399004,"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."}}