{"id":"W6911129854","doi":"10.5281/zenodo.11067956","title":"Priscibrumus Kovar","year":2023,"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":"","funders":"","keywords":"Genus; Indian subcontinent; Taxonomy (biology); Group (periodic table); Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003265781,0.00007884917,0.00008569056,0.00002680132,0.002341958,0.0002719417,0.0005091509,0.00003996115,0.009988194],"category_scores_gemma":[0.0001300576,0.00003501314,0.00004970672,0.000858755,0.00007722335,0.00008196645,0.0008221637,0.0001118175,0.01567475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000263451,"about_ca_system_score_gemma":3.628504e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002268832,"about_ca_topic_score_gemma":0.000001445736,"domain_scores_codex":[0.9990317,0.00009611614,0.0001182901,0.0002525614,0.0001994425,0.0003019022],"domain_scores_gemma":[0.9996112,0.0000230741,0.00003839943,0.00007792671,0.0001554872,0.00009391837],"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":[0.00001354848,0.00003324826,0.00000927667,0.000008324506,0.00001461537,0.00000779895,0.0001690714,0.000004473371,0.01120268,0.0007496512,0.568563,0.4192244],"study_design_scores_gemma":[0.00008028582,0.0001558095,0.01331575,0.000006899815,0.000002901167,0.00001646025,0.0003781976,0.00007024664,0.00009258004,0.0001932112,0.9855943,0.000093313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6647761,0.0001477034,0.00003761937,0.01064086,0.001105433,0.000558209,0.0003618048,0.003586154,0.3187861],"genre_scores_gemma":[0.9912259,0.00041708,0.00004257519,0.0002374233,0.001472804,4.184987e-8,0.001623897,0.0001091138,0.004871177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419131,"threshold_uncertainty_score":0.9989569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04242668732261185,"score_gpt":0.2242391438153326,"score_spread":0.1818124564927208,"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."}}