{"id":"W4394367770","doi":"10.6084/m9.figshare.20043121","title":"Flora of North America North of Mexico","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flora (microbiology); Geography; Archaeology; Ethnology; History; Biology; Paleontology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002249085,0.0002125595,0.0005145338,0.00001724075,0.0001458231,0.000007608163,0.0006356807,0.00009659858,0.6027362],"category_scores_gemma":[0.0003080956,0.00008927871,0.0001883938,0.0004003643,0.0000375617,0.00003586869,0.000542515,0.0002453439,0.000215251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002032899,"about_ca_system_score_gemma":0.0000218128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009357273,"about_ca_topic_score_gemma":0.01924472,"domain_scores_codex":[0.9988536,0.00006190619,0.0003305341,0.0003080508,0.0002139932,0.000231968],"domain_scores_gemma":[0.9989134,0.0002802304,0.0005144402,0.0001301962,0.0001063387,0.00005540614],"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":[0.00000842301,0.00008583994,0.001381101,0.0001024748,0.00005824845,0.000006840305,0.0000017841,0.000002906974,0.000001392142,1.049299e-8,0.9969694,0.001381553],"study_design_scores_gemma":[0.00003291712,0.0002577869,0.2108499,0.00004794075,0.00002011758,8.40414e-7,0.00003728301,3.13287e-7,0.000003695807,7.617923e-7,0.7886047,0.0001438197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001483515,0.0004257619,1.282624e-9,0.00006257264,0.0001019731,0.000225079,0.9975557,0.00001557255,0.0001298413],"genre_scores_gemma":[0.001445746,0.0001273361,0.00000337132,0.0001544515,0.0001436097,0.0001898503,0.9978775,8.636155e-7,0.0000572544],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6025209,"threshold_uncertainty_score":0.9986515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04853413836231561,"score_gpt":0.2272130123580998,"score_spread":0.1786788739957842,"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."}}