{"id":"W2002790530","doi":"10.1007/s13280-013-0410-x","title":"Focusing Ecological Research for Conservation","year":2013,"lang":"en","type":"article","venue":"AMBIO","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Alberta Conservation Association","keywords":"Ecology; Conservation biology; Trophic level; Ecosystem services; Environmental resource management; Biodiversity; Landscape ecology; Ecosystem; Habitat fragmentation; Restoration ecology; Habitat; Geography; Biology; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01447923,0.001188574,0.001079249,0.004854049,0.003788393,0.009916179,0.001313567,0.002901729,0.05325042],"category_scores_gemma":[0.01226434,0.0004662606,0.0006635092,0.004175652,0.009377597,0.01065689,0.009137424,0.004957562,0.007321281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004391809,"about_ca_system_score_gemma":0.01183841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003174324,"about_ca_topic_score_gemma":0.008286773,"domain_scores_codex":[0.994751,0.002617489,0.0001629254,0.0007238616,0.001051183,0.0006935807],"domain_scores_gemma":[0.9785347,0.007319057,0.001474055,0.004435346,0.004272721,0.003964084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001027117,0.0001323374,0.004928106,0.001620357,0.00006106758,0.00008672602,0.001712314,0.0002914027,0.002877027,0.5838536,0.1850923,0.219242],"study_design_scores_gemma":[0.00002004642,0.00003902918,0.005576837,0.001213808,0.00004331204,0.0001159662,0.003192808,0.0002174912,0.0006681781,0.2456748,0.7432157,0.0000219509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01015883,0.08705137,0.01970628,0.3439188,0.01353192,0.0001292668,0.000620142,0.000381711,0.5245017],"genre_scores_gemma":[0.4837788,0.1182932,0.0530379,0.1508621,0.02707195,0.0004848778,0.001572756,0.0006502709,0.1642481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05325042,"threshold_uncertainty_score":0.1781404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1759904359860384,"score_gpt":0.3614994370382632,"score_spread":0.1855090010522248,"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."}}