{"id":"W1986542152","doi":"10.11646/zootaxa.3802.2.4","title":"Trimma irinae, (Pisces; Gobioidei) a new species of gobiid fish from Milne Bay Province, Papua New Guinea","year":2014,"lang":"en","type":"article","venue":"Zootaxa","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Biology; New guinea; Fish fin; Bay; Anatomy; Dorsal fin; Dorsum; Perciformes; Coral; Fish <Actinopterygii>; Orange (colour); Fishery; Ecology; Archaeology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009605065,0.0005230842,0.0002942196,0.001292114,0.001415129,0.0003010113,0.0004978098,0.0004987079,0.00623426],"category_scores_gemma":[0.0002848393,0.0002473081,0.0001796843,0.0006139813,0.0007115439,0.0005694955,0.001059579,0.0005981144,0.00122543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000517599,"about_ca_system_score_gemma":0.0004090803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492068,"about_ca_topic_score_gemma":0.03426346,"domain_scores_codex":[0.9999269,0.000005685336,0.000005251041,0.00003148372,0.00001440828,0.00001624053],"domain_scores_gemma":[0.9999241,0.00001047397,0.00002844463,0.000007978869,0.00001125585,0.0000177687],"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":[0.0008600385,0.000277508,0.3627212,0.001311608,0.0001283055,0.01274933,0.01490308,0.0005292775,0.1137179,0.002358937,0.003922591,0.4865202],"study_design_scores_gemma":[0.00006542878,0.0007363785,0.917585,0.000494067,0.0001052867,0.01825326,0.005368374,0.0008095967,0.001713632,0.0006277465,0.05419065,0.00005055332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747052,0.002230829,0.001327092,0.0002942201,0.0000788338,0.0001121677,0.0002743641,0.000133531,0.02084381],"genre_scores_gemma":[0.9887376,0.001415116,0.003478104,0.0005126067,0.00004358611,0.0001331296,0.0004456565,0.00001197329,0.005222212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01492068,"threshold_uncertainty_score":0.02966768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009513950398719254,"score_gpt":0.2011656252079169,"score_spread":0.1916516748091977,"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."}}