{"id":"W2002043929","doi":"10.1080/15230430.2002.12003517","title":"Evaluation of Limnological Responses to Recent Environmental Change and Caribou Activity in the Rivière George Region, Northern Québec, Canada","year":2002,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies","funders":"","keywords":"Limnology; Climate change; Ecology; Physical geography; Environmental change; Ecosystem; Paleolimnology; Lake ecosystem; Arctic; Population; Environmental science; Geography; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005336158,0.0003204663,0.0002587242,0.001238944,0.001900044,0.0009835267,0.000821099,0.0003220589,0.001707187],"category_scores_gemma":[0.001310011,0.0001691075,0.0002312772,0.002245462,0.000568648,0.0002898636,0.000479934,0.0003097748,0.0001889426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02443947,"about_ca_system_score_gemma":0.01779089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959667,"about_ca_topic_score_gemma":0.9987885,"domain_scores_codex":[0.9996343,0.00004083909,0.00001676229,0.00007067272,0.0001133399,0.0001240335],"domain_scores_gemma":[0.9983532,0.00009505677,0.0001939373,0.00002979677,0.001038356,0.0002895682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009236462,0.00004500492,0.9812821,0.00005694681,0.00006366225,0.0002564644,0.001480002,0.0004276607,0.001954654,0.00008012672,0.001021181,0.01323982],"study_design_scores_gemma":[0.000003860861,0.00001904601,0.9970883,0.0000146171,0.00001124662,0.00003013377,0.001130314,0.0003202052,0.00008537156,0.000007072918,0.001284114,0.000005884708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939662,0.0007239971,0.0001907184,0.0001874334,0.00001037271,0.000058638,0.001943573,0.00002236702,0.002896761],"genre_scores_gemma":[0.9956436,0.0003660931,0.0004373032,0.0000868901,0.000004430079,0.00002998889,0.001053958,0.000006107594,0.002371644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02443947,"threshold_uncertainty_score":0.1773216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1634245322334088,"score_gpt":0.3056748788653644,"score_spread":0.1422503466319556,"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."}}