{"id":"W6968533580","doi":"10.5281/zenodo.15218816","title":"Thereva nobilitata","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Alien; Beaver; Convention; Plank; Mile","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025893,0.00007260594,0.00008454985,0.00001803554,0.001883062,0.0002294132,0.0005463558,0.00003605593,0.01112275],"category_scores_gemma":[0.0001557226,0.00003111054,0.00004641379,0.0004571367,0.00009202449,0.00006394649,0.0006959847,0.0001077093,0.002021244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003534624,"about_ca_system_score_gemma":5.24072e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003702718,"about_ca_topic_score_gemma":0.000002874246,"domain_scores_codex":[0.9992156,0.0001141607,0.0001161912,0.0002351601,0.0001141421,0.0002047703],"domain_scores_gemma":[0.9996115,0.00003094437,0.00002892051,0.00008966804,0.0001874132,0.0000515685],"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":[0.00002226991,0.00007096719,0.00001457209,0.00001447532,0.00002318334,0.000001626047,0.0001080501,0.000001294128,0.007306609,0.003377066,0.4035303,0.5855296],"study_design_scores_gemma":[0.00008789221,0.0001133679,0.009399094,0.00001400365,0.000004513396,0.000005221033,0.0004150773,0.00002189806,0.00008205922,0.000402417,0.9893851,0.0000693219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2136304,0.0005159178,0.0001227013,0.008970664,0.000753924,0.0004810621,0.0002317044,0.0008758089,0.7744178],"genre_scores_gemma":[0.9925501,0.0002225844,0.00005791191,0.0004631798,0.0004786704,3.155562e-8,0.0004812066,0.00004341257,0.005702896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7789197,"threshold_uncertainty_score":0.9994164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630804658461158,"score_gpt":0.2284179001880565,"score_spread":0.2021098536034449,"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."}}