{"id":"W4406446061","doi":"10.1016/s0967-0653(98)80582-6","title":"10.1016/s0967-0653(98)80582-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Southern Hemisphere; Latitude; Geography; Environmental science; Biology; Oceanography; Zoology; Ecology; Geology; Geodesy","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":[0.00004856821,0.00008202833,0.00008400717,0.000009485878,0.0001512413,0.00005030096,0.0002124511,0.00003862422,0.9990389],"category_scores_gemma":[0.000004593804,0.00003436224,0.00004796786,0.00034796,0.0000201621,0.00005465437,0.00002596273,0.00005253777,0.9983588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001138275,"about_ca_system_score_gemma":0.000002874136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003056606,"about_ca_topic_score_gemma":9.491981e-7,"domain_scores_codex":[0.9994227,0.00001635021,0.0001086259,0.0001759905,0.000100579,0.0001757089],"domain_scores_gemma":[0.9997281,0.00003269112,0.00001749312,0.00005930422,0.00002420016,0.0001381753],"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":[0.00001152874,0.00004590258,5.042492e-8,3.494321e-7,0.000003055575,4.976343e-7,0.000002958563,0.000004308622,0.007321759,0.000008347359,0.1392573,0.853344],"study_design_scores_gemma":[0.00003807343,0.0000661485,0.0001287149,0.00000487614,0.000004190691,0.000003324233,0.000001297149,0.00004796428,0.0007917157,0.00003824413,0.9987661,0.0001093203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009300318,0.00002103471,1.445181e-7,0.002684359,6.107486e-7,0.0001266901,0.00003480224,0.0001404676,0.9876916],"genre_scores_gemma":[0.00226676,2.867537e-7,0.00004105282,0.0001503843,0.000143593,0.00003320889,0.00004130391,7.492388e-7,0.9973227],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8595089,"threshold_uncertainty_score":0.1401251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979459517510742,"score_gpt":0.1764660554371704,"score_spread":0.166671460262063,"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."}}