{"id":"W6968497070","doi":"10.5281/zenodo.15218815","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003855842,0.001744911,0.0006783495,0.003192374,0.003903913,0.001003115,0.001048997,0.0008000759,0.0404621],"category_scores_gemma":[0.0008861877,0.0004094759,0.0004825415,0.0008689687,0.001121867,0.001586368,0.002903655,0.001023516,0.01242728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550579,"about_ca_system_score_gemma":0.0005349623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008738595,"about_ca_topic_score_gemma":0.02877464,"domain_scores_codex":[0.9994872,0.00006571558,0.00003084513,0.0002300031,0.0001009716,0.00008534914],"domain_scores_gemma":[0.9996927,0.00004588253,0.00008694644,0.00005898939,0.00007665522,0.00003881964],"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":[0.001056498,0.0002519849,0.02725955,0.001711941,0.0001249291,0.001690628,0.004144397,0.0005756512,0.04447106,0.02688445,0.08080236,0.8110266],"study_design_scores_gemma":[0.00005685788,0.0002066899,0.08909149,0.0009749647,0.0001347509,0.003075581,0.001032147,0.0004011587,0.003027049,0.003808767,0.8981451,0.00004544737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.138353,0.01113362,0.002587414,0.001266658,0.0009524895,0.00022436,0.003340999,0.001016547,0.8411248],"genre_scores_gemma":[0.8004974,0.00252486,0.004124873,0.001340887,0.000280077,0.0003167746,0.003264245,0.0003628543,0.187288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0404621,"threshold_uncertainty_score":0.1353592,"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."}}