{"id":"W2464956172","doi":"10.14288/1.0075285","title":"Landscape dynamics of the boreal mixedwood forest","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boreal; Taiga; Environmental science; Geography; Remote sensing; Forestry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007016357,0.00002311032,0.0001364352,0.000002400271,0.0002234947,0.00001222134,0.0002579126,0.00007358812,0.00005801756],"category_scores_gemma":[0.00001222486,0.00002828601,0.0000897565,0.0001698911,0.0001416514,0.00005961046,0.00005743082,0.00006434289,0.000002016175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009136195,"about_ca_system_score_gemma":0.000006044983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02554945,"about_ca_topic_score_gemma":0.8691794,"domain_scores_codex":[0.9995684,0.00002989485,0.00006294376,0.0001250607,0.00008998142,0.0001237064],"domain_scores_gemma":[0.9997335,0.00005842758,0.00008045644,0.00004410891,0.00005536298,0.00002812318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000804199,0.00008944322,0.5843892,0.000005053873,0.00001847618,0.00001245772,0.00003295373,0.000001620064,0.0003775342,0.00001643443,0.003565537,0.4114833],"study_design_scores_gemma":[0.0001363786,0.0001218119,0.9978253,0.00002307183,0.00001766938,0.00001204884,0.0007432312,0.00007002146,6.807979e-7,0.000744203,0.0002450138,0.00006059653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950675,0.0000770977,0.000001424929,0.0008721879,0.00005900311,0.00008117314,0.0003111607,0.00001554036,0.003514932],"genre_scores_gemma":[0.9994784,0.00007907113,0.00001727307,0.00005373642,0.00001861797,5.590914e-8,0.00002539156,2.154599e-7,0.0003272294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8436299,"threshold_uncertainty_score":0.9809395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005705034272485002,"score_gpt":0.1421297203267882,"score_spread":0.1364246860543032,"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."}}