{"id":"W7034068673","doi":"","title":"Statistical modeling of cumulative impacts of human activity on reindeer habitat. Identification of important habitat areas and scenario analysis for impact assessment and land planning.","year":2022,"lang":"en","type":"report","venue":"ORBi (University of Liège)","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disturbance (geology); Habitat; Threatened species; Fragmentation (computing); Cumulative effects; Landscape connectivity; Habitat destruction; Identification (biology); Impact assessment","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":[0.0023985,0.0008189752,0.0007810173,0.001167452,0.0004485836,0.0009881195,0.001305753,0.001010753,0.002473449],"category_scores_gemma":[0.005624597,0.0005768869,0.001313682,0.001089062,0.0008208722,0.0008810821,0.0008225357,0.0009566731,0.0003884627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221662,"about_ca_system_score_gemma":0.0009597154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03663517,"about_ca_topic_score_gemma":0.02535952,"domain_scores_codex":[0.9995188,0.0002165751,0.00002760963,0.00009674205,0.00006685263,0.00007339336],"domain_scores_gemma":[0.9958184,0.00311483,0.0004407517,0.0001413258,0.000318898,0.0001657762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002321819,0.00002116055,0.005555651,0.00002788492,0.00007043884,0.0000506662,0.00004451789,0.9805952,0.0001984846,0.008099779,0.0007796416,0.004533294],"study_design_scores_gemma":[0.000002325918,0.00001020866,0.000908347,0.000004429643,0.000009653912,0.00001012942,0.00001242578,0.993353,0.00003765749,0.005374941,0.0002709318,0.000005860209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3021366,0.002213768,0.6832587,0.001744929,0.0002845792,0.0001719452,0.003461638,0.001293916,0.005434043],"genre_scores_gemma":[0.9420404,0.001415795,0.04570607,0.0002252711,0.0001328296,0.0003579521,0.002111934,0.0001452042,0.007864513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03663517,"threshold_uncertainty_score":0.07284385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554300655504495,"score_gpt":0.3437838379281416,"score_spread":0.3082408313730967,"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."}}