{"id":"W7079454432","doi":"10.5281/zenodo.17031358","title":"Copromyza equina Fallen 1820","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carrion; Fauna; Nearctic ecozone; Larva; Afforestation","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":[0.0001487024,0.0004460532,0.0002921397,0.001475697,0.001558944,0.0003069552,0.0004038962,0.0005169132,0.00636238],"category_scores_gemma":[0.000352892,0.0001843609,0.00009051106,0.000752313,0.0003815339,0.0005873809,0.0005064346,0.0002583781,0.001632345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007276633,"about_ca_system_score_gemma":0.0002259816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015704,"about_ca_topic_score_gemma":0.02431452,"domain_scores_codex":[0.999828,0.00001759709,0.00001528952,0.00007123735,0.0000384506,0.00002940186],"domain_scores_gemma":[0.9998581,0.00002234928,0.00004599124,0.000007856897,0.00004262587,0.00002295779],"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":[0.0008959278,0.0002662313,0.3541395,0.002088716,0.0001082647,0.008271049,0.007488895,0.0008679681,0.07701962,0.002321682,0.02083811,0.525694],"study_design_scores_gemma":[0.00004134148,0.0003553743,0.8601749,0.0005635332,0.00004747066,0.005314645,0.002648548,0.0002755829,0.001523055,0.0004177385,0.1286189,0.00001896603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8770128,0.01276743,0.00134256,0.0002285705,0.0002333069,0.0002156464,0.003683711,0.0001126022,0.1044034],"genre_scores_gemma":[0.9819354,0.002382603,0.001851921,0.0002136372,0.0001013105,0.00007833315,0.00243951,0.00001113648,0.01098626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015704,"threshold_uncertainty_score":0.02128428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268531926573534,"score_gpt":0.2391625085119893,"score_spread":0.2123093158546359,"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."}}