{"id":"W6987360710","doi":"","title":"Stand density management implications on the woody quality of yellow birch (Betula alleghaniensis Britton) in the Sault Ste. Marie MNR District of Ontario","year":2017,"lang":"en","type":"other","venue":"Knowledge Commons (Lakehead University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Yellow birch; Quality (philosophy); Population density; Forest management; Woody plant","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001406627,0.0006901244,0.001173899,0.001722116,0.0005562956,0.00007495005,0.003734705,0.000462974,0.0003161067],"category_scores_gemma":[0.0001734378,0.0005621362,0.0005153593,0.00189083,0.001176083,0.0001199598,0.001033346,0.0009984465,0.000231012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812927,"about_ca_system_score_gemma":0.000839175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0385239,"about_ca_topic_score_gemma":0.9772634,"domain_scores_codex":[0.9956712,0.001544375,0.0006136026,0.0008606127,0.0006899706,0.0006202806],"domain_scores_gemma":[0.9925513,0.00108063,0.001327362,0.004495451,0.0003928775,0.0001523274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006016765,0.004224052,0.1260738,0.000768896,0.001807065,0.0001288117,0.004955478,0.000009435683,0.0001017632,0.2394009,0.6179771,0.003951024],"study_design_scores_gemma":[0.001102065,0.00007768081,0.2967189,0.0005428161,0.000369745,0.000001821137,0.0004134485,0.00000147637,0.00002499406,0.0001145746,0.7002321,0.0004003519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07280604,0.0003766728,0.0001494171,0.0003341192,0.0001733258,0.001977673,0.002358829,0.0001121417,0.9217118],"genre_scores_gemma":[0.4756677,0.00003490527,0.00003407033,0.000004203918,0.00004011729,0.00001035272,0.0002664617,0.0002341347,0.5237081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9387395,"threshold_uncertainty_score":0.999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06110010424122077,"score_gpt":0.2812847030579923,"score_spread":0.2201845988167715,"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."}}