{"id":"W7108825502","doi":"10.5281/zenodo.17821288","title":"Salvelinus fontinalis","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salvelinus; Fontinalis; Bay; STREAMS; Juvenile; Structural basin; Front (military); Trout","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":[0.0001316917,0.0005836984,0.0002749804,0.0008816973,0.000522739,0.0002004795,0.0003725894,0.0001557876,0.01228573],"category_scores_gemma":[0.0002000945,0.0001059854,0.0001372933,0.0003936058,0.000160252,0.0003642944,0.0004018283,0.0001609885,0.007244215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547147,"about_ca_system_score_gemma":0.0001051583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834673,"about_ca_topic_score_gemma":0.004886781,"domain_scores_codex":[0.9999002,0.00001341806,0.000008645556,0.00004674126,0.00002092467,0.000009969306],"domain_scores_gemma":[0.999841,0.00001746965,0.00007124935,0.00001514871,0.00002806069,0.0000270552],"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":[0.001344661,0.000388978,0.05487748,0.001515672,0.0003112159,0.004451499,0.00235949,0.0009486044,0.1952703,0.004644169,0.1011981,0.6326898],"study_design_scores_gemma":[0.0001255351,0.0008195288,0.3316672,0.000223864,0.0001313784,0.008295254,0.0006333858,0.001104834,0.007351771,0.001165897,0.648422,0.00005942904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5568568,0.007541553,0.006699441,0.0009243778,0.000975285,0.0002919925,0.01190282,0.002529875,0.4122779],"genre_scores_gemma":[0.8530751,0.002501085,0.008897341,0.0006548383,0.0003953161,0.0001988777,0.01169235,0.0002344115,0.1223507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228573,"threshold_uncertainty_score":0.04109991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114595772419631,"score_gpt":0.2383685624334776,"score_spread":0.2072226047092813,"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."}}