{"id":"W2024782700","doi":"10.22230/jem.2002v2n1a221","title":"Cariboo Forest Region: Part 1 of 3 Vegetation Complex Stand Establlishment Decision Aids","year":2002,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Forest ecology and management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Vegetation (pathology); General partnership; Environmental resource management; Forest management; Business; Process (computing); Product (mathematics); Computer science; Geography; Forestry; Environmental science; Medicine","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":[0.004812479,0.0006204856,0.0004600306,0.003059017,0.001628025,0.004753311,0.001652277,0.0008125133,0.05686069],"category_scores_gemma":[0.004757875,0.0004831391,0.000585201,0.002459052,0.0004342656,0.001531611,0.00192814,0.0008373811,0.009490544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813777,"about_ca_system_score_gemma":0.005976791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04257631,"about_ca_topic_score_gemma":0.08816784,"domain_scores_codex":[0.9985442,0.0005181754,0.0001398003,0.0001594844,0.0004788958,0.0001595294],"domain_scores_gemma":[0.9954689,0.002208298,0.0002814456,0.0003837879,0.001109641,0.0005479424],"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":[0.0007490551,0.0015887,0.03044946,0.0007816078,0.00006168505,0.0007951841,0.004397202,0.01952848,0.007356113,0.02307495,0.1551026,0.756115],"study_design_scores_gemma":[0.0001785806,0.0003367361,0.0265643,0.0004312757,0.00007614276,0.0003133928,0.004057536,0.02573821,0.00535355,0.007190862,0.9295903,0.0001690906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1832141,0.001646235,0.08699886,0.003365927,0.0004038152,0.01017762,0.03557067,0.01059358,0.6680293],"genre_scores_gemma":[0.2840226,0.001503843,0.4802902,0.0006912782,0.0001446535,0.003814901,0.02463327,0.001074854,0.2038245],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9574237,"threshold_uncertainty_score":0.190218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186013667792995,"score_gpt":0.2182346709270309,"score_spread":0.1963745342491009,"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."}}