{"id":"W6930998622","doi":"10.5281/zenodo.16876426","title":"Isoperla montana","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Period (music); Montane ecology; West virginia; New england","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":[0.00009516848,0.0003524346,0.000153137,0.001215143,0.001286432,0.0004839016,0.0003192255,0.0005157853,0.008193349],"category_scores_gemma":[0.0002177524,0.0001506056,0.0001968309,0.0003130378,0.0003278492,0.0006350814,0.0006821462,0.0004917586,0.001946025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003527066,"about_ca_system_score_gemma":0.0002787829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005518693,"about_ca_topic_score_gemma":0.01370589,"domain_scores_codex":[0.9998884,0.00001108126,0.00000719424,0.00004511941,0.00002606295,0.00002209881],"domain_scores_gemma":[0.9998791,0.00002368032,0.00003276131,0.00001029807,0.0000391317,0.00001501952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006757689,0.0003288125,0.1000049,0.001625033,0.00008971761,0.005608659,0.004316184,0.0007281023,0.3174623,0.00535209,0.02598426,0.5378242],"study_design_scores_gemma":[0.0000592781,0.0006344683,0.6025866,0.0009611556,0.0001332053,0.01213706,0.003265116,0.00111811,0.01428434,0.002119453,0.3626307,0.00007039241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7213769,0.01388086,0.004612098,0.001255653,0.0003175355,0.0002540486,0.002150034,0.000574001,0.2555788],"genre_scores_gemma":[0.9669106,0.002352539,0.005108512,0.001205272,0.0001323682,0.0001264151,0.001543347,0.00002543186,0.02259552],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008193349,"threshold_uncertainty_score":0.02740949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445504671442509,"score_gpt":0.2176119040556239,"score_spread":0.2031568573411988,"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."}}