{"id":"W2134278384","doi":"10.1139/x04-165","title":"Vegetationenvironment relationships in zero-order basins in coastal Oregon","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Northwest Research Station; U.S. Bureau of Land Management","keywords":"Riparian zone; Shrub; Ecology; Riparian forest; Vegetation (pathology); Understory; Environmental science; Species richness; Drainage basin; Structural basin; Hydrology (agriculture); Geography; Geology; Habitat; Canopy; Geomorphology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001136078,0.00009217302,0.0001718083,0.0008929571,0.0005495059,0.0007542626,0.0002010575,0.0001209098,0.001046982],"category_scores_gemma":[0.0007425917,0.0001333414,0.0001070248,0.0008346758,0.0005590988,0.0003150669,0.0006213514,0.0001730451,0.00005895141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003095,"about_ca_system_score_gemma":0.0004817083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07471427,"about_ca_topic_score_gemma":0.2657714,"domain_scores_codex":[0.9998826,0.00001467665,0.00001343803,0.00003411682,0.00001780676,0.00003742664],"domain_scores_gemma":[0.9995878,0.00008166523,0.000158401,0.00002313716,0.00006134261,0.00008761267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003164168,0.00002018164,0.9965643,0.000005977132,0.00001304324,0.00005173243,0.0004981129,0.0001359943,0.0006758277,0.0001265379,0.00004384805,0.001832776],"study_design_scores_gemma":[0.000002570617,0.00001135334,0.9982888,0.000004142256,0.000005186089,0.00004146072,0.0009631742,0.0003070412,0.0001018956,0.00009271917,0.0001788735,0.00000273442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997275,0.00001023768,0.0000171991,0.000005546612,1.551963e-7,9.308988e-7,0.00004609105,0.000001140845,0.0001912187],"genre_scores_gemma":[0.9996367,0.0000213539,0.00006271322,0.000004412584,3.257186e-7,0.00000274325,0.000145964,0.000001249545,0.0001244957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07471427,"threshold_uncertainty_score":0.1485588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031717317849724,"score_gpt":0.2906407728673073,"score_spread":0.2503235996888101,"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."}}