{"id":"W4406446428","doi":"10.1016/s0967-0653(97)88788-1","title":"10.1016/s0967-0653(97)88788-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sea urchin; Fishery; Biology; Resource allocation; Resource (disambiguation); Ecology; Oceanography; Economics; Management; Geology; Computer science","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":[0.0001900555,0.0001109761,0.0001169317,0.00006758382,0.0001283503,0.00006372429,0.000202185,0.00004876567,0.9997187],"category_scores_gemma":[0.00003565865,0.00008474263,0.00004678857,0.0002102589,0.00004334334,0.0001087742,0.000004473088,0.0000733101,0.9998239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002509327,"about_ca_system_score_gemma":0.00002445858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008720966,"about_ca_topic_score_gemma":0.000001917062,"domain_scores_codex":[0.9991665,0.00008155988,0.0001333566,0.0002066354,0.0001730591,0.0002388375],"domain_scores_gemma":[0.9994335,0.0001279324,0.0000231061,0.0002109137,0.00001999673,0.0001845716],"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":[0.0001273606,0.00001192936,0.000002654737,0.000003386745,0.000006386947,0.00000512298,0.00001361311,0.0005320789,0.000003291099,2.208002e-7,0.04447944,0.9548145],"study_design_scores_gemma":[0.0001216703,0.00015169,0.001147154,0.00000717501,0.000007009469,0.000008495737,0.000001380382,0.001009376,0.00007192513,0.00000516335,0.9973271,0.0001418175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001548641,0.0001815398,6.607937e-7,0.0003532746,0.000003216971,0.0001483957,0.00005108292,0.00007960782,0.9976336],"genre_scores_gemma":[0.0009549237,0.000001082409,0.00008392015,0.00008595332,0.0001308641,8.661161e-7,0.00006106553,0.000004512728,0.9986768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9546727,"threshold_uncertainty_score":0.3455704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007377920374952602,"score_gpt":0.1671385742693793,"score_spread":0.1597606538944266,"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."}}