{"id":"W4406588038","doi":"10.1016/s0967-0653(98)86097-3","title":"10.1016/s0967-0653(98)86097-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bay; Sargassum; Crustacean; Dry weight; Biology; Nitrogen; Ecology; Zoology; Botany; Chemistry; Oceanography; Algae; Geology","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":[0.00140678,0.003108598,0.002237231,0.003078699,0.00280526,0.004484634,0.00393211,0.006653625,0.9908468],"category_scores_gemma":[0.002124124,0.001232548,0.00185151,0.002876876,0.002364768,0.006817818,0.003837172,0.003407621,0.9945696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233903,"about_ca_system_score_gemma":0.001226284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00477365,"about_ca_topic_score_gemma":0.003855481,"domain_scores_codex":[0.9992694,0.00004621744,0.00006366436,0.0002796963,0.0001856147,0.0001554828],"domain_scores_gemma":[0.9970158,0.0006923218,0.0001894394,0.0003706875,0.0007315542,0.001000159],"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":[0.0003666986,0.0002249373,0.0008918308,0.0006011755,0.00004184337,0.0002233184,0.0001248417,0.0004134926,0.001750647,0.005192554,0.4136658,0.5765027],"study_design_scores_gemma":[0.000062796,0.0001229963,0.0006976213,0.0004054117,0.00001643623,0.0003401709,0.0001219232,0.0001760459,0.0002498328,0.0005422976,0.9972373,0.00002712806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000394371,0.0003811393,0.0006299888,0.0004432265,0.0003567972,0.0001171272,0.0007289904,0.00088284,0.9960656],"genre_scores_gemma":[0.000446489,0.0001784523,0.0003048544,0.0002369838,0.00007764751,0.00006072525,0.0003223413,0.0001615413,0.9982109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009153187,"threshold_uncertainty_score":0.01305592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00928485400494514,"score_gpt":0.1830508114201652,"score_spread":0.1737659574152201,"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."}}