{"id":"W6949084571","doi":"10.5281/zenodo.10500408","title":"Scelolyperus Crotch 1874","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Key (lock); Taxonomy (biology); Habitus; Biogeography","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":[0.00009523312,0.0005536758,0.0002800678,0.002011503,0.001185279,0.0003417875,0.0004936953,0.0003795227,0.01324801],"category_scores_gemma":[0.0003964752,0.0001371275,0.0001295991,0.00094982,0.0005855508,0.0007148604,0.0007438099,0.0004190081,0.003059543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004790757,"about_ca_system_score_gemma":0.0004320893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007231093,"about_ca_topic_score_gemma":0.01247612,"domain_scores_codex":[0.9998236,0.00001308265,0.00001103411,0.00004002554,0.00008971543,0.00002245092],"domain_scores_gemma":[0.9998389,0.00002692775,0.00005561036,0.0000133313,0.00004611813,0.00001892885],"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":[0.000371216,0.0001466342,0.04294758,0.001204566,0.00006927686,0.001669782,0.001002703,0.0009628423,0.02452595,0.005529684,0.02427364,0.8972962],"study_design_scores_gemma":[0.0001599458,0.0003174895,0.478778,0.001143833,0.0001319182,0.008937681,0.001359129,0.001666819,0.007992011,0.001973676,0.4974871,0.00005245928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4295556,0.01872008,0.006048319,0.0007134941,0.0007986436,0.0006732543,0.002333557,0.0006648524,0.5404922],"genre_scores_gemma":[0.9626822,0.005091432,0.003451637,0.000443676,0.0003114432,0.000119092,0.001354979,0.00004846637,0.02649701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01324801,"threshold_uncertainty_score":0.04431903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0501645794058527,"score_gpt":0.220979482929245,"score_spread":0.1708149035233923,"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."}}