{"id":"W6960464208","doi":"10.1371/journal.pone.0142110.g003","title":"Variable importance plot for predictor variables from the Random Forest model for predicting presence of White-tailed Ptarmigan on Vancouver Island.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variable (mathematics); Precipitation; Snow; Index (typography); Random forest; Measure (data warehouse)","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":[0.002539867,0.001360425,0.0009270391,0.002444476,0.0004867052,0.001106172,0.001549068,0.001244393,0.04595393],"category_scores_gemma":[0.006429488,0.0003354517,0.00133426,0.001405056,0.0003361734,0.0007196719,0.0007054137,0.002205356,0.007494309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007235621,"about_ca_system_score_gemma":0.001545739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1308178,"about_ca_topic_score_gemma":0.1271124,"domain_scores_codex":[0.9992855,0.0002666762,0.00003105547,0.0002302436,0.00009375624,0.00009276422],"domain_scores_gemma":[0.9949445,0.003889707,0.0001419356,0.0001278486,0.0007321844,0.0001638575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002186063,0.0007568373,0.2237872,0.001846111,0.001495955,0.001104627,0.0004858285,0.1474752,0.004021812,0.0049841,0.4091131,0.2027431],"study_design_scores_gemma":[0.0008955797,0.0005558109,0.2935474,0.001172078,0.0005768751,0.0005975319,0.0009653748,0.630656,0.002314335,0.007104741,0.06143023,0.0001840393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4399356,0.004063745,0.1489299,0.004132804,0.001791774,0.0009754951,0.3203981,0.03342559,0.04634701],"genre_scores_gemma":[0.8153299,0.0007016922,0.05370406,0.0005472294,0.000205729,0.0005409615,0.1070127,0.003251938,0.01870582],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8691822,"threshold_uncertainty_score":0.2601127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463902109823543,"score_gpt":0.2088938975329865,"score_spread":0.1742548764347511,"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."}}