{"id":"W644954838","doi":"","title":"The competitive role of balsam fir (Abies balsamea) in the forest understory at the deciduous/boreal forest ecotone, Ontario, Canada.","year":2011,"lang":"en","type":"other","venue":"Huskie Commons (Northern Illinois University)","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Balsam; Abies balsamea; Understory; Taiga; Deciduous; Ecotone; Forestry; Liana; Ecology; Geography; Agroforestry; Environmental science; Biology; Botany; Canopy; Habitat","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002305497,0.0003746276,0.0004368601,0.00006171926,0.001347831,0.00002507012,0.001737484,0.0003138266,0.0006767915],"category_scores_gemma":[0.00003050986,0.0001327872,0.0002287173,0.0004112917,0.001478193,0.00004541509,0.0005909003,0.0004985154,0.0000419797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005192095,"about_ca_system_score_gemma":0.0002234897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9365579,"about_ca_topic_score_gemma":0.9999932,"domain_scores_codex":[0.99822,0.0003435609,0.0002263217,0.000383404,0.0003293691,0.0004973992],"domain_scores_gemma":[0.9981093,0.001042354,0.0003757782,0.000301304,0.00009785545,0.00007338837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001256978,0.0001258747,0.8535753,0.000007753444,0.0002435576,0.0000590781,0.000627957,0.000009568554,0.000003152509,0.00534803,0.1391838,0.0006901697],"study_design_scores_gemma":[0.0001229982,0.00008198353,0.4781023,0.00002442385,0.00006173633,0.000003219863,0.007017386,6.661555e-7,0.000001563236,0.0001659544,0.5142601,0.0001576202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3355785,0.001268827,2.942961e-7,0.00172998,0.0002545158,0.0007500447,0.000611433,0.00004394804,0.6597624],"genre_scores_gemma":[0.8383498,0.0010114,0.000004382545,0.0002403189,0.0001168279,0.000007351003,0.0002669102,0.00001273602,0.1599903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5027713,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390069772618475,"score_gpt":0.1598203081766024,"score_spread":0.1459196104504177,"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."}}