{"id":"W6941934949","doi":"10.1371/journal.pdig.0000354.g006","title":"Feature importance (CART).","year":2023,"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":"Deep learning; Feature (linguistics); Predictive modelling; Body mass index; Big data; Dimension (graph theory); Diabetes mellitus; Feature learning","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":[0.001477877,0.001565993,0.001569833,0.002691337,0.0004910816,0.002172264,0.002195783,0.001734988,0.08755348],"category_scores_gemma":[0.006996142,0.0007429371,0.001813729,0.003471296,0.0003695505,0.001923799,0.001310356,0.002161589,0.0471654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006233227,"about_ca_system_score_gemma":0.001414631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004558372,"about_ca_topic_score_gemma":0.00526455,"domain_scores_codex":[0.9987258,0.0003091411,0.0000726244,0.0004047127,0.0003482725,0.0001394654],"domain_scores_gemma":[0.9981257,0.0009112019,0.0001266558,0.000405794,0.0003430036,0.00008760909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002155508,0.0001306355,0.003073562,0.0005163653,0.0002745406,0.0001350026,0.00003862585,0.03724166,0.0007677198,0.01090492,0.2637689,0.6829327],"study_design_scores_gemma":[0.0001581332,0.0002048579,0.003235144,0.0002729245,0.0002048407,0.0004934593,0.00007614841,0.6707385,0.003474042,0.06861033,0.2524361,0.00009561321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01969077,0.01448304,0.7776988,0.004976697,0.005885698,0.0008058889,0.05915986,0.05412017,0.06317905],"genre_scores_gemma":[0.2750802,0.007703772,0.5030176,0.002590336,0.002960927,0.001149435,0.08984582,0.005350023,0.1123018],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08755348,"threshold_uncertainty_score":0.2928956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341644948958688,"score_gpt":0.2221393762193337,"score_spread":0.1987229267297468,"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."}}