{"id":"W4394326106","doi":"10.6084/m9.figshare.16371525","title":"Macrophyte Data","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macrophyte; Environmental science; Geography; Biology; Ecology","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":[0.0007212294,0.001253539,0.001155584,0.003890808,0.001923209,0.001950409,0.002067019,0.00117229,0.03234966],"category_scores_gemma":[0.003073128,0.0005199019,0.0007808696,0.0102214,0.0004069135,0.0005831595,0.001508794,0.001178936,0.02022352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006112549,"about_ca_system_score_gemma":0.01290748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8377452,"about_ca_topic_score_gemma":0.9230699,"domain_scores_codex":[0.9991123,0.00005129866,0.00006191594,0.0002125812,0.000311749,0.000250124],"domain_scores_gemma":[0.9973399,0.0002401244,0.0001683382,0.0002946468,0.001669616,0.0002873257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009924224,0.00002806425,0.009761791,0.001027512,0.00008720118,0.00006614275,0.0001594894,0.0006041373,0.0004832105,0.0009939094,0.9813162,0.005373178],"study_design_scores_gemma":[0.00009038566,0.000007343149,0.03774595,0.0004088634,0.00006015421,0.00004047821,0.0002645892,0.000298229,0.0004441244,0.0005660664,0.9600333,0.00004050045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003615707,0.000055194,0.00002955201,0.00001758328,0.000004513832,0.000007715818,0.998838,0.00004507695,0.0006407562],"genre_scores_gemma":[0.001199875,0.00006898083,0.0002503416,0.00002413158,0.000002028554,0.00004711191,0.9971511,0.0000301928,0.001226239],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8377452,"threshold_uncertainty_score":0.3264207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629347870273402,"score_gpt":0.2800007956023169,"score_spread":0.2337073168995829,"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."}}