{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008279162,0.002318023,0.0009779405,0.002756564,0.001171988,0.002758691,0.001671325,0.002813802,0.9594399],"category_scores_gemma":[0.001395302,0.0007231481,0.0006986514,0.001641061,0.001124544,0.002211255,0.002870093,0.001237631,0.9699308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199348,"about_ca_system_score_gemma":0.0007630083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720011,"about_ca_topic_score_gemma":0.002358889,"domain_scores_codex":[0.9994476,0.00003459648,0.00004847229,0.0001808014,0.0001841982,0.0001042752],"domain_scores_gemma":[0.9992287,0.0001000623,0.00006841802,0.0001652091,0.0002017995,0.0002359081],"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":[0.0004117923,0.0004628953,0.001807615,0.000529645,0.00002723083,0.0006179865,0.000169594,0.0004734606,0.02125651,0.00631207,0.1551919,0.8127392],"study_design_scores_gemma":[0.000102724,0.0001363216,0.003476561,0.0002625928,0.00001600168,0.001042245,0.0001344529,0.0005799501,0.003254153,0.001816975,0.9891508,0.00002736142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005959441,0.0006614028,0.007649754,0.001312734,0.0009529732,0.0003680543,0.005212964,0.006929204,0.9709535],"genre_scores_gemma":[0.005532098,0.0002361284,0.002200359,0.000281046,0.00007611722,0.0001158174,0.003307192,0.0006303934,0.9876208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04056007,"threshold_uncertainty_score":0.057854,"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."}}