{"id":"W4406514653","doi":"10.1016/s0967-0653(97)88198-7","title":"10.1016/s0967-0653(97)88198-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Black sea; Impurity; Environmental science; Geology; Chemistry; Oceanography; Biology; Ecology","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":[0.00156802,0.004108636,0.002749401,0.003604779,0.00356952,0.005157871,0.004849803,0.008056086,0.9914772],"category_scores_gemma":[0.002239909,0.001551458,0.002116068,0.003591849,0.002948244,0.008011683,0.004454586,0.003603461,0.9949695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587278,"about_ca_system_score_gemma":0.001378483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006130507,"about_ca_topic_score_gemma":0.005293319,"domain_scores_codex":[0.9991086,0.00005626962,0.00008329588,0.000343668,0.0002039472,0.0002043179],"domain_scores_gemma":[0.9970463,0.0007381351,0.0002067991,0.0003656136,0.000698242,0.0009448783],"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":[0.0004510412,0.0002741975,0.001084249,0.0007779244,0.00005135087,0.0003177955,0.0001545782,0.0005294491,0.002036616,0.006026437,0.4165874,0.5717089],"study_design_scores_gemma":[0.00008359382,0.0001683413,0.0008183531,0.0005442802,0.00002120257,0.000426849,0.0001699511,0.0002045069,0.0002998244,0.0006101102,0.9966171,0.00003595257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004527899,0.0004038196,0.0005655325,0.0003891458,0.0003320231,0.0001291342,0.0008280215,0.0009192526,0.9959803],"genre_scores_gemma":[0.0004927692,0.0002110914,0.000310747,0.0002593741,0.00007877225,0.00007753495,0.000388301,0.0001790739,0.9980024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008522809,"threshold_uncertainty_score":0.01218969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006402328237373116,"score_gpt":0.1394940081275109,"score_spread":0.1330916798901378,"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."}}