{"id":"W4406516637","doi":"10.1016/s0967-0653(97)82023-6","title":"10.1016/s0967-0653(97)82023-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Japonica; Forestry; Geography; Biology; Botany","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":[0.0002661684,0.0001180882,0.0001151945,0.00002870684,0.0001011865,0.00003140508,0.0001936297,0.00004838129,0.9999472],"category_scores_gemma":[0.00002858665,0.000108822,0.00005392183,0.0002725099,0.00004752979,0.00009721096,0.0001094601,0.00009563471,0.9998562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005585135,"about_ca_system_score_gemma":0.000003874371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001945431,"about_ca_topic_score_gemma":0.000001771188,"domain_scores_codex":[0.9990675,0.00006652391,0.000146161,0.0002684208,0.0002099477,0.0002414237],"domain_scores_gemma":[0.9994704,0.00003259011,0.00002114013,0.0002947158,0.000003596762,0.0001775657],"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":[0.00003033381,0.00002593455,5.618199e-7,9.947295e-7,0.000002524384,0.000002526582,0.000007037628,0.0003828825,0.00004303958,1.914374e-7,0.05406404,0.9454399],"study_design_scores_gemma":[0.0001284993,0.0001081278,0.0000760046,0.000001966899,0.000005561872,0.000007884852,5.296847e-7,0.0005504339,0.0003263918,0.00002234428,0.9986184,0.0001538197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003323241,0.000005887094,0.00001916369,0.0001236,0.000002177203,0.0001224282,0.000003190816,0.000110115,0.9992811],"genre_scores_gemma":[0.00001899661,2.129536e-7,0.002514583,0.00007853973,0.00007201003,0.00001604001,0.000002215,0.00001586128,0.9972816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9452861,"threshold_uncertainty_score":0.4437633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00816733646503727,"score_gpt":0.1978603908586766,"score_spread":0.1896930543936393,"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."}}