{"id":"W7000881900","doi":"","title":"Impacts of timber harvesting on stream macroinvertebrate communities at different spatial scales in Ontario's boreal forest / by Laura Challen.","year":2001,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lakehead University; Ministry of Natural Resources","keywords":"Taiga; Disturbance (geology); Tributary; Boreal; Hydrology (agriculture); Habitat; STREAMS","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001572867,0.0001133851,0.0001142464,0.0003104133,0.0009091499,0.0004566686,0.0001951952,0.0001220771,0.002129064],"category_scores_gemma":[0.000361323,0.0001244529,0.0001188153,0.0004825729,0.0004363277,0.0001481721,0.0003941715,0.0001413698,0.0002036552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004677307,"about_ca_system_score_gemma":0.00338636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8991543,"about_ca_topic_score_gemma":0.9877459,"domain_scores_codex":[0.999864,0.0000162707,0.000005445845,0.00002196715,0.0000342752,0.00005800232],"domain_scores_gemma":[0.9997095,0.00002222694,0.00005982719,0.000008318872,0.00006268694,0.0001373594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001290592,0.00005668885,0.9785416,0.00004018554,0.00004434702,0.0001971916,0.002669726,0.0002413953,0.001870889,0.00008498739,0.002702646,0.0134213],"study_design_scores_gemma":[0.000001240044,0.000005736721,0.9991392,0.000005124334,0.000002695255,0.000007689294,0.0005168811,0.00003279237,0.00001531597,0.000005524902,0.0002667958,9.188809e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978289,0.0001135563,0.00001726521,0.00006147549,0.000002108955,0.000008125286,0.0004572089,0.000001792712,0.001509484],"genre_scores_gemma":[0.9965437,0.0002324642,0.00008278759,0.00003744148,0.000002443527,0.00001294626,0.000606388,0.00000262409,0.002479149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008457,"threshold_uncertainty_score":0.2028791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944387333715433,"score_gpt":0.2102503573769079,"score_spread":0.1908064840397536,"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."}}