{"id":"W6892615078","doi":"10.5281/zenodo.11617225","title":"Calliphora coloradensis Hough 1899","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calliphora","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":[0.0001349878,0.0004985373,0.0002502686,0.001034614,0.001330032,0.0005819607,0.0004606615,0.00053789,0.008056327],"category_scores_gemma":[0.0004155407,0.0001466474,0.00009377593,0.0006759324,0.0005563158,0.0008830925,0.0007390432,0.0003643976,0.001651549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009706301,"about_ca_system_score_gemma":0.0003827394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460841,"about_ca_topic_score_gemma":0.04539859,"domain_scores_codex":[0.9997551,0.00001910028,0.00001748503,0.0000690575,0.0001019183,0.00003732072],"domain_scores_gemma":[0.9998273,0.00003847163,0.00005775793,0.000012276,0.00003688982,0.00002722862],"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":[0.0004909211,0.0002086114,0.05208873,0.001125756,0.00006689798,0.005844821,0.002727151,0.0008379868,0.03298692,0.006271989,0.06618021,0.83117],"study_design_scores_gemma":[0.00008877703,0.0002448778,0.4035318,0.0006257952,0.0001142345,0.01508666,0.002097308,0.0008726054,0.003626425,0.002049,0.571609,0.00005355556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4396874,0.02554571,0.003573686,0.00168419,0.001135344,0.0003757867,0.005074337,0.0006133952,0.5223102],"genre_scores_gemma":[0.971948,0.003977966,0.002311677,0.0005015144,0.0001900411,0.00005178306,0.001239902,0.0000200652,0.01975903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02460841,"threshold_uncertainty_score":0.04893035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494372607488991,"score_gpt":0.2260363304362997,"score_spread":0.1910926043614098,"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."}}