{"id":"W6968818971","doi":"10.5281/zenodo.16876154","title":"Leuctra tenuis","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Population; STREAMS; Taxonomy (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":[0.0001601475,0.0005697088,0.0002304907,0.001143922,0.001337303,0.0005912317,0.0003713228,0.000401606,0.01349353],"category_scores_gemma":[0.0004818572,0.0001447297,0.0001848915,0.0006452202,0.0004528752,0.0009188456,0.0008371885,0.0005886118,0.003120688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006784206,"about_ca_system_score_gemma":0.0004077962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234178,"about_ca_topic_score_gemma":0.02463511,"domain_scores_codex":[0.9997756,0.00002513307,0.0000232001,0.00006155597,0.00007608553,0.0000384693],"domain_scores_gemma":[0.9998356,0.00002726358,0.00004979694,0.00001155859,0.00004044542,0.00003528466],"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":[0.001666402,0.0006329116,0.08311026,0.002522733,0.00009894569,0.01105272,0.005478435,0.002869503,0.2477313,0.01011406,0.03661844,0.5981043],"study_design_scores_gemma":[0.0001280026,0.001403909,0.4314923,0.001279868,0.0001803035,0.0329473,0.00395493,0.002799153,0.01854725,0.004504979,0.5026066,0.0001554225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5454446,0.009391021,0.009787455,0.001226467,0.0007720755,0.0006106083,0.008267784,0.001015255,0.4234847],"genre_scores_gemma":[0.9606013,0.002229571,0.003895326,0.0008581351,0.00007328064,0.0001038548,0.002315859,0.00003981047,0.02988295],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01349353,"threshold_uncertainty_score":0.04514039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377864270929985,"score_gpt":0.2209177796718156,"score_spread":0.2071391369625158,"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."}}