{"id":"W6967987150","doi":"10.5281/zenodo.15596241","title":"Acrotrichis aspera","year":2003,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pony; Cave; Canyon; Carapace","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":[0.0001022458,0.000761611,0.0003145273,0.001217117,0.00187893,0.0005042929,0.0003659832,0.0003053393,0.02141467],"category_scores_gemma":[0.0002096913,0.0002165123,0.0002462918,0.0009603556,0.0004454899,0.0006891786,0.001022507,0.000609933,0.0100711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007484151,"about_ca_system_score_gemma":0.0003513514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489949,"about_ca_topic_score_gemma":0.0458095,"domain_scores_codex":[0.9998574,0.0000104571,0.000009419318,0.00004493877,0.00004919093,0.00002854832],"domain_scores_gemma":[0.9998811,0.00001194961,0.00004148699,0.00001001141,0.00002954177,0.0000258937],"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":[0.001370758,0.000406085,0.04931402,0.001331777,0.0001263587,0.006386753,0.00303666,0.001937741,0.1696593,0.008231613,0.05152482,0.7066742],"study_design_scores_gemma":[0.000136879,0.0007346898,0.3617971,0.0002773919,0.0001098023,0.007813161,0.002239565,0.0007358618,0.005254405,0.002020703,0.6188252,0.00005524358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5353913,0.01181437,0.007500113,0.0008884128,0.0003883324,0.0004212483,0.009242323,0.001940559,0.4324134],"genre_scores_gemma":[0.896197,0.003137904,0.00304186,0.0007562119,0.0001096421,0.0001198057,0.004875517,0.00008175418,0.09168041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489949,"threshold_uncertainty_score":0.07163918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610902187092125,"score_gpt":0.2280678088248252,"score_spread":0.201958786953904,"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."}}