{"id":"W6893811427","doi":"10.5281/zenodo.5601544","title":"Hypomesus olidus","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brackish water; Coronation; Shore; Delta","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":[0.00005805965,0.000604865,0.0001331611,0.001024032,0.0006833734,0.0001961884,0.0002216901,0.0001354788,0.01648089],"category_scores_gemma":[0.00009664379,0.0001586407,0.00009543648,0.0003663723,0.0002584629,0.0003878292,0.0005765515,0.0002732015,0.003709684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003589836,"about_ca_system_score_gemma":0.0002166769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174982,"about_ca_topic_score_gemma":0.03623148,"domain_scores_codex":[0.9999447,0.000004641018,0.000004332882,0.00002055391,0.00001636798,0.00000950884],"domain_scores_gemma":[0.9999218,0.000006092538,0.00002671409,0.000004880174,0.00001227154,0.00002824785],"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":[0.001166674,0.0003462414,0.2020752,0.0008741876,0.0001214385,0.002281188,0.00150289,0.0007101445,0.2536142,0.003131918,0.02692434,0.5072516],"study_design_scores_gemma":[0.00004056803,0.000392719,0.8848445,0.00009708007,0.00004817477,0.00325256,0.001028381,0.0003753893,0.004808416,0.000610733,0.1044666,0.00003487265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8520781,0.001379905,0.002495552,0.0002576911,0.0001852807,0.000142947,0.006267966,0.0006403146,0.1365522],"genre_scores_gemma":[0.9620151,0.0007646025,0.0026774,0.0004042239,0.00005294365,0.00005457287,0.004271632,0.00003709595,0.02972249],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01648089,"threshold_uncertainty_score":0.05513406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903370836836965,"score_gpt":0.2315627513949697,"score_spread":0.2025290430266001,"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."}}