{"id":"W6894359919","doi":"10.5479/si.00963801.38-1728.75\"&gt;10.5479/si.00963801.38-1728.75&lt;/a&gt","title":"Description of a new species of deep-water sculpin (&lt;I&gt;Triglopsis ontariensis&lt;/I&gt;)from Lake Ontario, with notes on related species","year":2011,"lang":"en","type":"article","venue":"DSpace Repository (Smithsonian)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sculpin; Aquatic animal; Invertebrate; Taxonomy (biology); Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002208781,0.0003992242,0.0005989377,0.0001224723,0.0001966963,0.00001919053,0.0003577168,0.0003634252,0.005428822],"category_scores_gemma":[0.00004672071,0.0002837595,0.0001800205,0.0002095306,0.0009148344,0.000282113,0.0002362971,0.0003013129,0.0002848399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003689684,"about_ca_system_score_gemma":0.00009440511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02990674,"about_ca_topic_score_gemma":0.5101503,"domain_scores_codex":[0.9976951,0.0001707853,0.0005584122,0.0006452416,0.0004058795,0.000524599],"domain_scores_gemma":[0.9986731,0.00008793512,0.0003302784,0.0006773536,0.0000522374,0.0001790248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009234753,0.0003045988,0.8625757,0.00001214664,0.0002362285,0.00009461761,0.01272593,0.0001259133,0.1208019,0.0006095163,0.001226519,0.0003635404],"study_design_scores_gemma":[0.0007135639,0.0008666776,0.8695905,0.00005310667,0.0001589876,0.00004610077,0.000129425,0.00001313502,0.1171908,0.0002304874,0.01068568,0.0003215075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172614,0.00005940695,0.0001965443,0.0001312611,0.0004743399,0.0002935434,0.00000801742,0.00006180226,0.08151364],"genre_scores_gemma":[0.9443991,0.00001791401,0.004285067,0.00006853473,0.00006543648,0.0000116668,0.000009345489,0.0000309609,0.051112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4802435,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394545960591312,"score_gpt":0.1756183125011738,"score_spread":0.1616728528952607,"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."}}