{"id":"W4406452776","doi":"10.1016/s0967-0653(97)87903-3","title":"10.1016/s0967-0653(97)87903-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Balanus; Salinity; Larva; Temperature salinity diagrams; Biology; Zoology; 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":[0.0001261857,0.0001213161,0.0001649459,0.00000685657,0.0002689828,0.00001518416,0.0002135147,0.0001254369,0.9986148],"category_scores_gemma":[0.00003560011,0.00004531561,0.0000608125,0.0001648728,0.00008747163,0.00004833137,0.00005804708,0.00009324532,0.9990685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001123108,"about_ca_system_score_gemma":0.000002428289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003392957,"about_ca_topic_score_gemma":0.00001637471,"domain_scores_codex":[0.9992043,0.00004925787,0.0001272038,0.0002468255,0.0000591106,0.0003132635],"domain_scores_gemma":[0.9997053,0.0001170981,0.00002080013,0.00004833608,0.00002521783,0.00008327103],"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":[0.0000589689,0.00003801125,0.000005701845,6.392677e-7,0.00001659116,0.000002967904,0.000006470781,0.00000159854,0.000103051,6.905047e-7,0.1344544,0.8653108],"study_design_scores_gemma":[0.00006485379,0.0003579216,0.002227701,0.000003063882,0.000008398398,0.000004976073,0.00000423977,0.000003910953,0.0000636631,0.00002405376,0.9970975,0.0001397444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01955418,0.00009288808,4.444221e-9,0.002971298,0.000002931747,0.0001158048,0.00002153218,0.0001084937,0.9771329],"genre_scores_gemma":[0.0008344208,0.000001580572,0.00001015225,0.0002718532,0.0002109104,0.00002281111,0.00003291724,6.663332e-7,0.9986147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8651711,"threshold_uncertainty_score":0.2068826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037257047263644,"score_gpt":0.1610197056357254,"score_spread":0.150647135163089,"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."}}