{"id":"W6911613548","doi":"10.5281/zenodo.13187060","title":"Diodon holocanthus Linnaeus 1758","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":"Indian ocean; Tamil; Fish <Actinopterygii>; Archipelago; Benthic zone; Rainforest","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":[0.00009274027,0.0004909545,0.0001969184,0.001308849,0.0008746678,0.000200109,0.0003459849,0.0001762299,0.01668215],"category_scores_gemma":[0.00009269872,0.0001418601,0.0001144266,0.0005831748,0.00026642,0.0003686743,0.0005336051,0.0001915071,0.004166296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006009893,"about_ca_system_score_gemma":0.0002199651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109589,"about_ca_topic_score_gemma":0.06939232,"domain_scores_codex":[0.9999393,0.000004428082,0.000004625135,0.00002354105,0.00001672032,0.00001138954],"domain_scores_gemma":[0.9999585,0.000004707722,0.00001392175,0.000003132644,0.00001167685,0.000007962116],"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":[0.0006563768,0.0001796468,0.1962028,0.0009732227,0.00007590117,0.001339053,0.00370675,0.0006556017,0.04200958,0.003215118,0.0276007,0.7233851],"study_design_scores_gemma":[0.00004870899,0.0004007538,0.6385675,0.000323272,0.000106465,0.002174152,0.002455573,0.0003973478,0.003426425,0.0009156381,0.3511353,0.00004874927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.718553,0.003788478,0.003049314,0.0002304686,0.0002809051,0.0003471728,0.006821026,0.0006288041,0.2663009],"genre_scores_gemma":[0.9349259,0.00170365,0.004325412,0.000474607,0.00005876798,0.0001956694,0.003682077,0.00004309951,0.05459084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01668215,"threshold_uncertainty_score":0.05580735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994092479432909,"score_gpt":0.2260550516275308,"score_spread":0.2061141268332017,"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."}}