{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000770015,0.002249865,0.0009447221,0.002332266,0.001295677,0.00357977,0.00152636,0.002899444,0.9541689],"category_scores_gemma":[0.0009037343,0.0007919329,0.0009376174,0.001958533,0.0009542012,0.002068845,0.00291221,0.001820941,0.977209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009146458,"about_ca_system_score_gemma":0.0007888392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990618,"about_ca_topic_score_gemma":0.001202705,"domain_scores_codex":[0.9994156,0.00003674765,0.00004533386,0.0001709241,0.0002253706,0.0001058603],"domain_scores_gemma":[0.9990426,0.0001021831,0.00005792638,0.0002052224,0.0002842163,0.0003079357],"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":[0.0004105584,0.0005583378,0.001535111,0.0004055269,0.00002859232,0.000451905,0.000107045,0.0004536521,0.01214301,0.004595434,0.1956753,0.7836356],"study_design_scores_gemma":[0.00008196216,0.000128918,0.002470685,0.0001804135,0.00001637079,0.000915891,0.0001034691,0.000539087,0.002808163,0.001104443,0.9916271,0.00002357689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003500205,0.000923175,0.003757925,0.0008615842,0.001029697,0.0002103518,0.003118651,0.004644925,0.9819536],"genre_scores_gemma":[0.004892289,0.0003376172,0.001714058,0.0003921072,0.0001304713,0.0001018025,0.003443479,0.0004593673,0.9885288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04583114,"threshold_uncertainty_score":0.06537259,"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."}}