{"id":"W6949714048","doi":"10.5281/zenodo.16876155","title":"Leuctra triloba Claassen 1923","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecoregion; Range (aeronautics); Type locality; Habitat; Taxonomy (biology); Three gorges","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":[0.0001109417,0.0003544984,0.0001686547,0.001000199,0.001615591,0.0005320642,0.0004124984,0.0003641302,0.01732391],"category_scores_gemma":[0.0003071144,0.0001716656,0.0001397817,0.000481061,0.0003881216,0.0008606329,0.0006703955,0.0004902205,0.004034886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007786949,"about_ca_system_score_gemma":0.000507475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01844341,"about_ca_topic_score_gemma":0.04931172,"domain_scores_codex":[0.9998939,0.000006885817,0.000009715357,0.0000374692,0.00003617095,0.00001588851],"domain_scores_gemma":[0.9998771,0.00001821234,0.00004191038,0.0000135371,0.00003034141,0.00001882016],"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":[0.0004506778,0.0003240383,0.08572198,0.0008230871,0.00007810715,0.004312499,0.005766108,0.001635087,0.0739804,0.007806322,0.03728935,0.7818124],"study_design_scores_gemma":[0.00009020013,0.0004403357,0.3960114,0.001194491,0.0001846414,0.01890437,0.004361463,0.002633156,0.01211197,0.003303475,0.5606838,0.00008064926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.522634,0.006112954,0.003947665,0.0009288252,0.0002334338,0.0003067815,0.003682791,0.0006441594,0.4615094],"genre_scores_gemma":[0.9511062,0.001644653,0.002412874,0.0004809247,0.000044254,0.00006436892,0.001358652,0.0000354892,0.04285268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844341,"threshold_uncertainty_score":0.05795425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851052476325079,"score_gpt":0.2723199768715905,"score_spread":0.2438094521083397,"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."}}