{"id":"W6968899616","doi":"10.5281/zenodo.7503573","title":"Quedius sundukovi Smetana 2003","year":2022,"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":"Agriculture and Agri-Food Canada","funders":"","keywords":"Hydrology (agriculture); Sphagnum; Pinus <genus>; Estuary; Natural (archaeology); Vegetation (pathology)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004164822,0.0000896956,0.0001038944,0.00002326192,0.005216766,0.0002263959,0.0006784793,0.00002391519,0.05708099],"category_scores_gemma":[0.000134447,0.00004441982,0.000048447,0.0009173452,0.00007596627,0.00007553665,0.001382027,0.000221834,0.001518771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008477121,"about_ca_system_score_gemma":0.000001037605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009847269,"about_ca_topic_score_gemma":0.000003655263,"domain_scores_codex":[0.998723,0.0002572542,0.0001406035,0.0002827437,0.000300116,0.0002962951],"domain_scores_gemma":[0.9994947,0.00001598616,0.00005928295,0.00008793837,0.0002419806,0.0001001378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000331663,0.0001146055,0.00001351133,0.000005820854,0.00002565524,0.00001096465,0.0001888373,0.00001287994,0.00474305,0.001834458,0.6879528,0.3050643],"study_design_scores_gemma":[0.0001092921,0.0003519809,0.0033312,0.000001991026,0.000005508099,0.00005024035,0.0008597647,0.00004829221,0.00003157067,0.00009371933,0.995002,0.0001144805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4024813,0.001122887,0.00007934274,0.01102379,0.002983904,0.001175186,0.001559601,0.002006662,0.5775674],"genre_scores_gemma":[0.9902388,0.0001801543,0.00006001173,0.0006083259,0.001062316,1.342182e-7,0.001645386,0.000107067,0.00609775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5877576,"threshold_uncertainty_score":0.9992586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216258673613302,"score_gpt":0.209074539588193,"score_spread":0.17691195285206,"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."}}