{"id":"W6949925923","doi":"10.5281/zenodo.4763849","title":"Hesperoperla pacifica","year":2011,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Fork (system call); Spring (device); Trout; Holotype; Willow","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":[0.0001028072,0.0006311012,0.0002106694,0.0009021767,0.001147718,0.0003915669,0.0004090425,0.0002497908,0.02624726],"category_scores_gemma":[0.0002498647,0.0002232886,0.000121565,0.0007190367,0.0007561269,0.0008507245,0.0009024346,0.0004079185,0.00466223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004860096,"about_ca_system_score_gemma":0.0004457482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01326408,"about_ca_topic_score_gemma":0.03104341,"domain_scores_codex":[0.9999225,0.000004694156,0.000005222337,0.00002785821,0.00002415065,0.00001549633],"domain_scores_gemma":[0.9998897,0.00001563549,0.00003274569,0.000007950809,0.00003457652,0.00001927767],"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":[0.0009155725,0.0001826175,0.05588673,0.002285421,0.00008350447,0.005469488,0.00733186,0.0006262638,0.07062452,0.006952146,0.08723002,0.7624118],"study_design_scores_gemma":[0.00009269236,0.0005684749,0.3844102,0.001073996,0.0001453834,0.007953025,0.007314443,0.00059484,0.007140828,0.003135137,0.5874852,0.00008585651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4548779,0.00472505,0.002230012,0.000553195,0.0002507186,0.0003316463,0.003410316,0.000636712,0.5329844],"genre_scores_gemma":[0.9101356,0.004012393,0.003136756,0.0008775735,0.0001004651,0.0002277502,0.001866212,0.0000943232,0.07954887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02624726,"threshold_uncertainty_score":0.08780587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04373138906334428,"score_gpt":0.20877654184516,"score_spread":0.1650451527818157,"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."}}