{"id":"W7028125631","doi":"","title":"The effects of alternative harvesting practices on saproxylic beetles in eastern mixedwood boreal forest of Quebec /","year":2006,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecological succession; Boreal; Taiga; Silviculture; Clearcutting; Natural forest; Logging; Natural (archaeology)","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":[0.0003236561,0.0003269023,0.0002169435,0.000407978,0.001823587,0.0007708289,0.0005944618,0.0002590276,0.002489037],"category_scores_gemma":[0.0004715851,0.0001174972,0.0001714648,0.000542018,0.0005469178,0.0002392489,0.0003275228,0.0003691072,0.0001790367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01238755,"about_ca_system_score_gemma":0.003355763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.970649,"about_ca_topic_score_gemma":0.9956281,"domain_scores_codex":[0.9997403,0.00004172289,0.000006818243,0.00006390951,0.00004494191,0.0001023365],"domain_scores_gemma":[0.9991398,0.00008525889,0.0001612307,0.00002674187,0.0002556819,0.0003312015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001107126,0.0004687093,0.9426686,0.00009070154,0.0001695765,0.0003457979,0.002308053,0.0006035999,0.02151419,0.0001277229,0.00140271,0.02919325],"study_design_scores_gemma":[0.000005884827,0.00006482351,0.9981874,0.000007279991,0.000009331279,0.00001630875,0.0009810281,0.0001513768,0.0001642288,0.000006153075,0.0004021137,0.000004207919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988397,0.0001981915,0.00004596653,0.00003764807,0.000002341072,0.000009774975,0.0001735499,0.000002899992,0.0006899387],"genre_scores_gemma":[0.998145,0.0001220064,0.0001964685,0.00006106945,0.000001675213,0.000009553232,0.0002525532,0.000001885252,0.001209762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.029351,"threshold_uncertainty_score":0.08987832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734073867907742,"score_gpt":0.2464392128016766,"score_spread":0.2290984741225992,"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."}}