{"id":"W2168745424","doi":"10.1139/f02-130","title":"Comparing productionbiomass ratios of benthos and suprabenthos in macrofaunal marine crustaceans","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Superior de Investigaciones Científicas; Comisión Interministerial de Ciencia y Tecnología","keywords":"Benthic zone; Crustacean; Trophic level; Benthos; Biomass (ecology); Ecology; Invertebrate; Biology; Analysis of covariance; Environmental science; Statistics; Mathematics","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":[],"category_scores_codex":[0.0006950867,0.00006172868,0.0001754655,0.0002208973,0.000214151,0.0000591821,0.0001370531,0.0000361375,0.001838841],"category_scores_gemma":[0.000200484,0.00004682266,0.00001564716,0.0002372429,0.0009059726,0.0002547166,0.000008916227,0.0001085695,0.000001604508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004469418,"about_ca_system_score_gemma":0.0001330952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01697606,"about_ca_topic_score_gemma":0.2825295,"domain_scores_codex":[0.9992349,0.00006928128,0.0002530461,0.0001141695,0.0001021717,0.0002264186],"domain_scores_gemma":[0.999527,0.000109837,0.0001030881,0.00004201221,0.00002398137,0.0001940521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007334113,0.000003942555,0.9884865,0.00001082343,0.000006271642,0.00001658675,0.0005022537,0.00002085246,0.000004952543,0.00003741754,0.0002711312,0.01063189],"study_design_scores_gemma":[0.0001759587,0.0002885753,0.9889438,0.00001540114,0.000004751636,0.0001224159,0.001073441,0.007997849,0.00002471682,0.0004555641,0.0008413966,0.0000561672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942065,0.00078292,0.000003062583,0.002247048,0.0001598136,0.00006228198,0.000002108423,8.658506e-7,0.002535406],"genre_scores_gemma":[0.9992725,0.0001686964,0.0003246388,0.00004326429,0.0000346569,2.172284e-7,0.000001255824,7.227241e-7,0.0001540018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2655534,"threshold_uncertainty_score":0.9990736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901588317992631,"score_gpt":0.2225503842900982,"score_spread":0.1835345011101719,"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."}}