{"id":"W7028155776","doi":"","title":"Ecological Silviculture for Aspen Mixedwoods in Western Canada","year":2024,"lang":"en","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Agroforestry and silvopastoral systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Silviculture; Forest ecology; Forest management; Ecological psychology; Population; Ecosystem; Ecosystem management; Ecological systems theory; Subject (documents)","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":[0.0002179752,0.0003529638,0.0002213326,0.0009043649,0.006094789,0.0024322,0.0009810074,0.0003807326,0.008386962],"category_scores_gemma":[0.0002708239,0.0001177558,0.0002231149,0.001523188,0.001025539,0.0006847666,0.00067417,0.0008513619,0.0006910748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0295227,"about_ca_system_score_gemma":0.03907045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9586666,"about_ca_topic_score_gemma":0.9963322,"domain_scores_codex":[0.9998103,0.0000128098,0.000004492565,0.00002555422,0.00008186886,0.0000650136],"domain_scores_gemma":[0.9998198,0.00001484884,0.000009993843,0.000004857307,0.00006841965,0.00008206263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000193789,0.0002659867,0.02981517,0.001065947,0.00005619042,0.004330064,0.05493308,0.002453028,0.01001964,0.05428968,0.2389735,0.603604],"study_design_scores_gemma":[0.000005498106,0.00002908357,0.04056912,0.0002496082,0.00001258411,0.0003086827,0.01587932,0.0004182834,0.0006253749,0.001252322,0.9406269,0.00002321744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4193934,0.05995833,0.004325511,0.01403768,0.00127408,0.0002251416,0.003719384,0.0003082015,0.4967583],"genre_scores_gemma":[0.5558136,0.01925377,0.007399191,0.001866347,0.00009082596,0.00005691776,0.001894902,0.0001689011,0.4134555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04133338,"threshold_uncertainty_score":0.2142032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613417113228235,"score_gpt":0.1923549757492089,"score_spread":0.1762208046169265,"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."}}