{"id":"W6941786910","doi":"10.1371/journal.pone.0126918.g002","title":"Comparison of classification systems.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cluster (spacecraft); Natural (archaeology); Pattern recognition (psychology); Feature (linguistics); Feature selection","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":[0.005657083,0.001032027,0.0007014394,0.007491518,0.001388169,0.003354819,0.002123012,0.0006707314,0.06262582],"category_scores_gemma":[0.01707427,0.0002406438,0.001042551,0.009340091,0.0005358318,0.001255093,0.001659777,0.0009967866,0.01984167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004276359,"about_ca_system_score_gemma":0.005877108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2494155,"about_ca_topic_score_gemma":0.3080285,"domain_scores_codex":[0.9968122,0.0009850761,0.0002409325,0.000621955,0.0009258144,0.000414012],"domain_scores_gemma":[0.9885457,0.003461108,0.0004437796,0.001435762,0.00554793,0.0005656641],"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":[0.001888329,0.000311579,0.0557722,0.00105542,0.0004085997,0.00007570158,0.0009869671,0.005001546,0.001557074,0.0110198,0.4943692,0.4275537],"study_design_scores_gemma":[0.0007976581,0.0005238853,0.3770007,0.001417817,0.0007632102,0.0003443619,0.008200766,0.04738849,0.00475829,0.02113532,0.5374715,0.0001978973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.1925475,0.00513474,0.04465524,0.004170933,0.00212275,0.002371258,0.4492259,0.01161682,0.2881548],"genre_scores_gemma":[0.3971262,0.001649066,0.09511084,0.0006876285,0.0001456325,0.0009777399,0.40378,0.002824191,0.0976986],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2494155,"threshold_uncertainty_score":0.4959275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196772814895131,"score_gpt":0.3029188719632426,"score_spread":0.1832415904737295,"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."}}