{"id":"W4406437392","doi":"10.1016/0967-0653(93)91502-4","title":"10.1016/0967-0653(93)91502-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bay; Biology; Crustacean; Zoology; Fishery; Ecology; Oceanography; Geology","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":[0.0001023721,0.0001125601,0.0001180839,0.00005785042,0.0001592496,0.00005706942,0.0002569872,0.00005545568,0.9998406],"category_scores_gemma":[0.00000878642,0.0001044934,0.00005513503,0.0001626441,0.00004617486,0.0001655642,0.000009186948,0.00008463186,0.9993704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003418763,"about_ca_system_score_gemma":0.00001733642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705408,"about_ca_topic_score_gemma":0.00001297416,"domain_scores_codex":[0.9992258,0.00003434118,0.0001016608,0.0002146301,0.0001533461,0.0002702427],"domain_scores_gemma":[0.9995459,0.0000509663,0.00001814088,0.0001761478,0.00001363879,0.0001952107],"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":[0.00008150087,0.0000101751,0.00007443146,0.000002269877,0.0000104265,0.00001329265,0.00002050939,0.0001859258,2.857655e-7,6.520079e-8,0.1557845,0.8438166],"study_design_scores_gemma":[0.0001678464,0.0001172033,0.002468198,0.000004642506,0.00001068329,0.000009857948,0.000003188181,0.000312663,0.00001199966,0.000003074621,0.9967294,0.0001612339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005229475,0.00004787235,3.502133e-7,0.0001647324,0.000003811794,0.0001159786,0.0001015392,0.00008262901,0.9942536],"genre_scores_gemma":[0.00209977,2.968307e-7,0.000157095,0.0001293759,0.0001132032,4.787653e-7,0.0001144361,0.000002005193,0.9973834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8436554,"threshold_uncertainty_score":0.4261118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496739562483983,"score_gpt":0.1372659412741861,"score_spread":0.1222985456493463,"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."}}