{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005927373,0.0005819249,0.0003015214,0.001618161,0.001114493,0.0003672137,0.0006210039,0.0003375912,0.007793571],"category_scores_gemma":[0.0002579312,0.0002393302,0.0001654373,0.0006818495,0.0005523207,0.0007747219,0.0009190973,0.0004546176,0.002965392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145196,"about_ca_system_score_gemma":0.0002325577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165752,"about_ca_topic_score_gemma":0.001821299,"domain_scores_codex":[0.999912,0.000009165382,0.000008989839,0.00003310454,0.00002426872,0.00001247992],"domain_scores_gemma":[0.999941,0.000008039789,0.00002313902,0.000008931867,0.0000126316,0.000006235556],"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":[0.000655177,0.0003158843,0.04601152,0.001818295,0.0001648506,0.003330927,0.002813452,0.001910596,0.0507798,0.01062955,0.02336285,0.8582072],"study_design_scores_gemma":[0.0001307002,0.0003909381,0.4010979,0.001169738,0.0002106915,0.01280686,0.001514213,0.001264719,0.006573373,0.004124861,0.5706582,0.00005783018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6580389,0.02324807,0.007638397,0.0008508795,0.0007343242,0.0005446085,0.002643938,0.0007929521,0.305508],"genre_scores_gemma":[0.9559976,0.005911653,0.003578412,0.0003650398,0.0001917792,0.0002202777,0.002417689,0.00004983227,0.03126771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007793571,"threshold_uncertainty_score":0.02607208,"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."}}