{"id":"W6930881964","doi":"10.5281/zenodo.15297662","title":"Luciobarbus Heckel 1843","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Snout; Donkey; Black spot; Larva; Head (geology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115839,0.0008696363,0.0003403678,0.002304055,0.001661645,0.0003814452,0.000599755,0.0004114645,0.0488558],"category_scores_gemma":[0.0001839394,0.0002052117,0.0001132087,0.001104566,0.0007915334,0.001054613,0.0008289803,0.0004538922,0.01485021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007014952,"about_ca_system_score_gemma":0.0004092543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02067744,"about_ca_topic_score_gemma":0.04234341,"domain_scores_codex":[0.9999038,0.000009959801,0.000008328371,0.00003626429,0.00002336382,0.00001827287],"domain_scores_gemma":[0.9999341,0.000008259893,0.00002701353,0.000003169771,0.00001358899,0.00001380059],"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":[0.0002428217,0.0001161987,0.03183064,0.000762196,0.00003048185,0.001173829,0.001462852,0.0003564269,0.006258053,0.003589749,0.04218272,0.911994],"study_design_scores_gemma":[0.00004989222,0.0003559767,0.2441508,0.0008998096,0.00007050332,0.003182586,0.00175499,0.0003719257,0.0007685936,0.001552812,0.7468028,0.00003925347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2252339,0.04547974,0.005311479,0.001540055,0.001459718,0.0007535018,0.0077109,0.001716814,0.7107939],"genre_scores_gemma":[0.8040748,0.01170708,0.009283267,0.001602413,0.001022797,0.000293256,0.005600326,0.0001091798,0.1663069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0488558,"threshold_uncertainty_score":0.163439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531009358080855,"score_gpt":0.2189120892096719,"score_spread":0.2036019956288633,"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."}}