{"id":"W4406447603","doi":"10.1016/s0967-0653(98)86123-1","title":"10.1016/s0967-0653(98)86123-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mangrove; Prawn; Larva; Fishery; Geography; Biology; Agroforestry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009609816,0.00008187638,0.00009395805,0.000004923054,0.00009498064,0.00003806525,0.0001594497,0.00004912682,0.9990991],"category_scores_gemma":[0.00002063388,0.00003129806,0.0000429945,0.0002011337,0.00001582535,0.00008513241,0.00001988781,0.00004377348,0.9983071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001033914,"about_ca_system_score_gemma":0.000004801396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001579474,"about_ca_topic_score_gemma":0.000004041706,"domain_scores_codex":[0.9993868,0.00003157455,0.0001228224,0.0001590845,0.0001314563,0.0001683041],"domain_scores_gemma":[0.9997496,0.00006749503,0.00002139767,0.00004863251,0.00002668493,0.00008617625],"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":[0.00002024124,0.00002110431,4.384602e-7,5.195567e-7,0.00000354569,7.635164e-7,0.000005979553,0.00000167294,0.0003113511,0.000001261506,0.197382,0.8022511],"study_design_scores_gemma":[0.00004853093,0.0001381593,0.0005019577,0.000005874896,0.000006159883,0.000001517262,0.000002767883,0.00007920594,0.0001387508,0.00003469679,0.998935,0.0001073971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02693032,0.00001907572,7.82844e-8,0.001909611,8.871426e-7,0.0001125242,0.00000829702,0.00007901563,0.9709402],"genre_scores_gemma":[0.0009896156,2.354892e-7,0.00002418515,0.0002399415,0.0002281959,0.00001205403,0.00003979113,6.774954e-7,0.9984653],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8021438,"threshold_uncertainty_score":0.1276298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245375831701242,"score_gpt":0.1664458405001064,"score_spread":0.153992082183094,"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."}}