{"id":"W4240904994","doi":"10.1002/tax.614025","title":"Plant Systematics World","year":2012,"lang":"en","type":"article","venue":"Taxon","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematics; Citation; Library science; Information retrieval; Genealogy; Computer science; Geography; Biology; Zoology; History; Taxonomy (biology)","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":[],"consensus_categories":[],"category_scores_codex":[0.00007864967,0.00006034586,0.00006309218,0.00002193299,0.00003965436,0.000009788543,0.00006624212,0.00003985533,0.00006348253],"category_scores_gemma":[0.00001487588,0.00005100185,0.00003369612,0.00004186314,0.00001396482,0.000002248158,0.0000314982,0.00003591479,0.0001485447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008054253,"about_ca_system_score_gemma":0.000005975765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000485783,"about_ca_topic_score_gemma":0.00004407473,"domain_scores_codex":[0.999604,0.0000160685,0.00008574981,0.00006591906,0.00005832283,0.0001698977],"domain_scores_gemma":[0.9997543,0.000004647811,0.00002956875,0.0001381192,0.0000103272,0.00006304067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004488568,0.0001381736,0.03539228,0.00009891378,0.00007151946,0.000003098996,0.00007084685,0.000007303641,0.6650044,0.008167553,0.2906008,0.000400187],"study_design_scores_gemma":[0.0001102107,0.00002852976,0.003873862,0.00001925881,0.00001445545,0.0000334102,0.00004197493,0.00001798528,0.03661686,0.000009134799,0.9591143,0.0001200127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8420387,0.003854808,0.002374156,0.0001182355,0.001300183,0.0003139754,0.0002134975,0.00004930148,0.1497372],"genre_scores_gemma":[0.9903638,0.00003927813,0.0004375469,0.0001225174,0.0005531851,0.0000115546,0.0001597684,0.000006360121,0.008305954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6685135,"threshold_uncertainty_score":0.2079795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567195583801734,"score_gpt":0.2254730159992197,"score_spread":0.1998010601612023,"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."}}