{"id":"W6981851994","doi":"","title":"Forest patches and non-timber forest products in the boreal forest : a case study from the Shoal Lake watershed, northwestern Ontario","year":2002,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Taiga; Forest cover; Shoal; Boreal; Forest structure; Vegetation (pathology)","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":[0.0001983776,0.0001655116,0.0001945449,0.0005719886,0.003414779,0.001042831,0.0004859148,0.0003540203,0.001417819],"category_scores_gemma":[0.000802413,0.0001742071,0.0001364076,0.001578738,0.001352489,0.0004400046,0.000623157,0.0002500999,0.00007689434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007635898,"about_ca_system_score_gemma":0.005744606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9478892,"about_ca_topic_score_gemma":0.993923,"domain_scores_codex":[0.9997876,0.00003606956,0.00000777495,0.00002670124,0.00005394946,0.00008790028],"domain_scores_gemma":[0.9996382,0.0001029682,0.00008037113,0.00001377035,0.00007321121,0.00009150441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002529489,0.000186204,0.8775495,0.0001712175,0.00004877785,0.01040505,0.08520726,0.000659389,0.002879735,0.001235564,0.001217343,0.02018698],"study_design_scores_gemma":[0.00001041025,0.00006121841,0.8879612,0.00003732312,0.00002612919,0.0008116992,0.1060039,0.0002318497,0.0002214098,0.0001147285,0.004511228,0.000008894726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973176,0.0001210367,0.00003092841,0.00007095813,0.000001049009,0.00001392256,0.00008688228,0.000001146648,0.002356349],"genre_scores_gemma":[0.9978051,0.0002610575,0.0001137684,0.00002499418,0.000001329008,0.000006792595,0.00007755261,0.000001565717,0.001707918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05211079,"threshold_uncertainty_score":0.1048353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911969900400189,"score_gpt":0.2031807402446305,"score_spread":0.1840610412406287,"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."}}