{"id":"W4214688767","doi":"10.3390/f13030379","title":"Competitive Hierarchy Processes Support Mixed Species Regeneration in Strip-Cuts in the British Columbia Interior","year":2022,"lang":"en","type":"article","venue":"Forests","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Shade tolerance; Reforestation; Pinus contorta; Biology; Ecology; Species diversity; Agroforestry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000281795,0.00004817148,0.00008720449,0.00001935704,0.0004366297,0.00009945748,0.0001806515,0.00002004983,0.001330803],"category_scores_gemma":[0.00007780418,0.00006003861,0.00001526837,0.0003140674,0.0001569317,0.0001167707,0.0001767157,0.0001455764,0.00002146156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449348,"about_ca_system_score_gemma":0.00002348058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003055818,"about_ca_topic_score_gemma":0.9561594,"domain_scores_codex":[0.9992347,0.0001244963,0.0001569607,0.0001713261,0.0001586958,0.0001538046],"domain_scores_gemma":[0.9997773,0.00008114045,0.00004936429,0.00007239325,0.000007172814,0.0000126294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007693505,0.00008130985,0.9880865,0.000007288914,0.00000280263,0.00005373201,0.002021893,0.001048969,0.00004051484,0.0002523429,0.008025402,0.0003715687],"study_design_scores_gemma":[0.0002439765,0.0001132917,0.9880714,0.000006737195,0.000002019582,0.00002050917,0.001553057,0.0003208097,0.00001252935,0.001677776,0.00790716,0.00007066727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882456,0.00002968493,0.00001697481,0.0004721559,0.0001140602,0.0002616463,0.00002809275,0.000009792407,0.01082199],"genre_scores_gemma":[0.9946967,0.00002654865,0.0000542892,0.0002821023,0.00001261744,0.0002227172,0.00006166797,0.000004396739,0.004638959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9531036,"threshold_uncertainty_score":0.9995821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009364855135684661,"score_gpt":0.216267290601922,"score_spread":0.2069024354662373,"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."}}