{"id":"W4384659186","doi":"10.1002/bes2.2103","title":"Factors Driving Changes in Plant Understory Communities Between Coniferous and Broadleaf Deciduous Boreal Forests","year":2023,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Understory; Black spruce; Taiga; Deciduous; Botany; Plant community; Boreal; Ecology; Environmental science; Biology; Forestry; Geography; Canopy; Ecological succession","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002718289,0.0002599315,0.0002478947,0.000548588,0.0006329851,0.0006338173,0.0002813991,0.0002017863,0.00134401],"category_scores_gemma":[0.0004020476,0.0001177733,0.0001701783,0.0004280728,0.0003046981,0.000335114,0.0002496004,0.0002212714,0.0001541813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009415612,"about_ca_system_score_gemma":0.0004856034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.082508,"about_ca_topic_score_gemma":0.2736536,"domain_scores_codex":[0.9997538,0.0000244427,0.00001623776,0.0001166206,0.000024872,0.00006399155],"domain_scores_gemma":[0.9994761,0.0000464383,0.0001424591,0.00001578675,0.00008333733,0.0002358502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001841311,0.00006966774,0.9732275,0.000047768,0.00003839632,0.00006524412,0.0003672774,0.00005884189,0.02168077,0.00004677266,0.0002184328,0.003995043],"study_design_scores_gemma":[8.736408e-7,0.00001294823,0.9995227,0.000001502506,0.000003903929,0.00001862741,0.0001834989,0.00003229532,0.0001139923,0.000004955043,0.0001034795,0.000001323421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989605,0.0001436666,0.00004651005,0.00001043974,0.000003336632,0.000007222923,0.000387397,0.000005662745,0.0004352959],"genre_scores_gemma":[0.9989017,0.00006173935,0.0001336675,0.00002022424,0.00000341643,0.000008478937,0.0005850852,0.000003051844,0.0002826152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.082508,"threshold_uncertainty_score":0.1640555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954579777441963,"score_gpt":0.2301301458952514,"score_spread":0.2005843481208318,"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."}}