{"id":"W2803960564","doi":"10.17011/conference/eccb2018/108071","title":"Monitoring Cumulative Effects of Human Activity on Alberta’s (Canada) Biodiversity","year":2018,"lang":"en","type":"article","venue":"Proceedings of the 5th European Congress of Conservation Biology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Geography; Habitat; Wetland; Abundance (ecology); Lichen; Range (aeronautics); Footprint; Environmental science; Remote sensing; Physical geography; Ecology; Archaeology; Biology","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":[0.0005904861,0.0003047001,0.0001938541,0.004238374,0.00138878,0.001182658,0.000907267,0.0002103026,0.001389559],"category_scores_gemma":[0.001036884,0.0001568896,0.0002054632,0.006427298,0.0004675174,0.0002935942,0.000771014,0.0002685712,0.0003218659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01078135,"about_ca_system_score_gemma":0.01319051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785562,"about_ca_topic_score_gemma":0.9928195,"domain_scores_codex":[0.9993345,0.00003430478,0.00001967356,0.0000747702,0.0004249434,0.0001118508],"domain_scores_gemma":[0.9981048,0.00009158459,0.0002407363,0.0000548884,0.001254885,0.0002530179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001519907,0.00006412241,0.884481,0.0001760951,0.0001211511,0.0002071804,0.001507408,0.00192079,0.002420062,0.0004146607,0.01067535,0.09786019],"study_design_scores_gemma":[0.000004718736,0.00001742472,0.989153,0.00003805898,0.0000253534,0.000037638,0.001040563,0.0008793563,0.0003924793,0.00007904721,0.008319415,0.00001294108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351795,0.002577325,0.002359383,0.000502893,0.00004778734,0.0001963308,0.03155623,0.0002359209,0.02734459],"genre_scores_gemma":[0.9569087,0.002711685,0.00727195,0.0001786306,0.00002654524,0.0001129133,0.02288133,0.00003263974,0.009875506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02144384,"threshold_uncertainty_score":0.07822454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891427725264182,"score_gpt":0.2420483081035691,"score_spread":0.2231340308509273,"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."}}