{"id":"W6912337138","doi":"10.5281/zenodo.16876416","title":"Isoperla holochlora Klapalek 1923","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plateau (mathematics); Period (music); Chine; Habitat","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":[0.00008639241,0.0003195763,0.0001220479,0.0008613376,0.0009157569,0.0005267722,0.0003110129,0.0002751253,0.007266513],"category_scores_gemma":[0.0002474701,0.0001860281,0.0001238838,0.0003741875,0.0003970567,0.0006636341,0.0006281398,0.0003526635,0.002190533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006581073,"about_ca_system_score_gemma":0.0005003122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02351765,"about_ca_topic_score_gemma":0.05452365,"domain_scores_codex":[0.9998837,0.000006488616,0.00001135547,0.00003658871,0.00004102633,0.00002098223],"domain_scores_gemma":[0.9997863,0.00002738045,0.00008831433,0.00001504826,0.00006066959,0.00002224188],"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":[0.0003412159,0.0001472368,0.3102359,0.001110926,0.00009597132,0.002134168,0.00339062,0.000650137,0.08312054,0.001821411,0.01667196,0.5802798],"study_design_scores_gemma":[0.0000208584,0.0001049297,0.9071594,0.0002665948,0.00005039759,0.002896078,0.001352836,0.0002542445,0.003493763,0.0003606615,0.08401706,0.00002317289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7636547,0.006979662,0.004093012,0.0004067074,0.0001483918,0.0002599734,0.00399438,0.0003286131,0.2201346],"genre_scores_gemma":[0.9792281,0.001422027,0.001916862,0.0002584833,0.00002946848,0.00004361706,0.001140359,0.00001773348,0.01594334],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02351765,"threshold_uncertainty_score":0.04676151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617648363556345,"score_gpt":0.2063723433480095,"score_spread":0.190195859712446,"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."}}