{"id":"W6893901536","doi":"10.5281/zenodo.5626675","title":"Philometroides","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catostomus; Process (computing); Identification (biology)","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":[0.0000982832,0.0006151429,0.0002573009,0.0008508202,0.001257984,0.0003719635,0.0003080516,0.0003784852,0.0317188],"category_scores_gemma":[0.0003380963,0.0001623474,0.0001760713,0.000609988,0.0005302664,0.0006795067,0.0008820426,0.0003562304,0.006560112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006820805,"about_ca_system_score_gemma":0.0004381964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084431,"about_ca_topic_score_gemma":0.02376088,"domain_scores_codex":[0.9998339,0.00001482802,0.00001223996,0.00005463339,0.00005561899,0.00002859424],"domain_scores_gemma":[0.9998218,0.0000156183,0.00006145229,0.00002683434,0.00004143143,0.00003273317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00193581,0.0001740031,0.09305241,0.00207009,0.00008615437,0.002636642,0.003566063,0.0007493835,0.1944469,0.01146158,0.02867516,0.6611459],"study_design_scores_gemma":[0.00007144697,0.000623784,0.5133663,0.0002488289,0.00005438469,0.005397842,0.001725765,0.0003188975,0.007613892,0.0007286569,0.4698143,0.00003586254],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5605398,0.006759324,0.004017712,0.0006275942,0.000387784,0.0004150014,0.005537095,0.0006256896,0.4210899],"genre_scores_gemma":[0.8894431,0.00263869,0.003603321,0.0003996979,0.0001417131,0.0001535729,0.004180572,0.0000627899,0.09937648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0317188,"threshold_uncertainty_score":0.1061099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295563886461254,"score_gpt":0.288088323916919,"score_spread":0.2551326850523065,"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."}}