{"id":"W6950087329","doi":"10.5281/zenodo.5800693","title":"Caranx hippos","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Littoral zone; Estuary; Invertebrate; Coastal zone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086556,0.0008750924,0.0002122663,0.001845761,0.001435967,0.000396714,0.0004817563,0.0003670433,0.02174807],"category_scores_gemma":[0.0002175641,0.0002063438,0.0001233247,0.0009264987,0.0007183813,0.0009505628,0.001094191,0.000446668,0.005209057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009650173,"about_ca_system_score_gemma":0.0002947783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184178,"about_ca_topic_score_gemma":0.05156359,"domain_scores_codex":[0.9998895,0.000008884615,0.000006068612,0.00004380934,0.0000361877,0.00001544727],"domain_scores_gemma":[0.9998605,0.00002324287,0.00006063384,0.000008130647,0.00003182789,0.00001555499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008068657,0.0002002793,0.06010943,0.001991763,0.0001521803,0.003398024,0.005051926,0.001566321,0.04693016,0.01383506,0.07720728,0.7887508],"study_design_scores_gemma":[0.00007455859,0.0002017443,0.3391244,0.0007090443,0.0001860996,0.004835016,0.002555783,0.000814823,0.005478482,0.002730557,0.6432223,0.00006724017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4216947,0.01853933,0.00389472,0.001235903,0.0007545558,0.0004582249,0.005364297,0.0008651743,0.5471931],"genre_scores_gemma":[0.9048795,0.006343037,0.003675924,0.001202465,0.0003028217,0.0002434231,0.004042306,0.00008828764,0.07922232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02184178,"threshold_uncertainty_score":0.0727545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978304127406223,"score_gpt":0.2229889925364139,"score_spread":0.2032059512623517,"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."}}