{"id":"W1557486295","doi":"10.22230/jem.2006v7n3a356","title":"Paper Birch and Fireweed Stand Establishment Decision Aids","year":2006,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Forest ecology and management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia","funders":"","keywords":"Vegetation (pathology); Geography; Forestry; Ecology; Environmental resource management; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00203202,0.0004883871,0.0003194648,0.001617347,0.0007838405,0.001989694,0.001079004,0.000566694,0.0772237],"category_scores_gemma":[0.005947744,0.0002586544,0.0004024954,0.0007211345,0.0001758958,0.001314633,0.001099201,0.0007170967,0.008862614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472829,"about_ca_system_score_gemma":0.002007493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01343865,"about_ca_topic_score_gemma":0.04769964,"domain_scores_codex":[0.9990345,0.0002519532,0.0001138922,0.00008164034,0.0003656679,0.0001524004],"domain_scores_gemma":[0.9948975,0.003106717,0.0003591668,0.0002049805,0.0009135366,0.0005180032],"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":[0.001787282,0.001417579,0.03464485,0.0004389031,0.00004080535,0.0005918395,0.0009679918,0.01675619,0.002728326,0.01624327,0.316092,0.608291],"study_design_scores_gemma":[0.0005678454,0.0006082118,0.04187598,0.0005886143,0.0000655594,0.0003778559,0.003544822,0.1178386,0.007940809,0.01339531,0.8129982,0.0001981632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2531119,0.0009407472,0.06304542,0.005015493,0.0007412867,0.00544838,0.05176538,0.009200908,0.6107305],"genre_scores_gemma":[0.5591578,0.001075458,0.2176733,0.0008710193,0.0001523773,0.001576282,0.01832637,0.0002909962,0.2008763],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0772237,"threshold_uncertainty_score":0.258339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003690274331120934,"score_gpt":0.192702065224947,"score_spread":0.1890117908938261,"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."}}