{"id":"W2005469555","doi":"10.3390/su5020629","title":"Adaptive Co-Management for Climate Change Adaptation: Considerations for the Barents Region","year":2013,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Brock University; NordForsk","keywords":"Adaptation (eye); Climate change; Adaptive management; Context (archaeology); Environmental resource management; Corporate governance; Scholarship; Autonomy; Climate change adaptation; Process management; Pluralism (philosophy); Political science; Environmental planning; Business; Environmental science; Geography; Ecology; Psychology; Epistemology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005641223,0.0001844097,0.0001604916,0.00001903962,0.0008548771,0.0000853961,0.0002099197,0.00007005272,0.0005997781],"category_scores_gemma":[0.0007071233,0.0001425534,0.0001384136,0.0001507069,0.0003872112,0.0005278176,0.0001552335,0.00007722506,0.0000393738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333231,"about_ca_system_score_gemma":0.00003255218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005162043,"about_ca_topic_score_gemma":0.0002614529,"domain_scores_codex":[0.9983471,0.00007978188,0.0002777888,0.000491317,0.0002282488,0.0005757484],"domain_scores_gemma":[0.9981368,0.0008402664,0.0001332911,0.0005243064,0.0002805581,0.00008483501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001870684,0.002479986,0.1237105,0.004547086,0.0003213244,0.00003158538,0.118235,0.0113623,0.00002233052,0.2582729,0.167373,0.3117733],"study_design_scores_gemma":[0.00182037,0.0005046966,0.2860554,0.00002092335,0.0001228153,0.000005569838,0.1449582,0.03081219,0.00006318282,0.4914839,0.0435731,0.0005796028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7056853,0.0005907186,0.08306108,0.1190057,0.001250226,0.08019106,0.000584115,0.0005358128,0.00909606],"genre_scores_gemma":[0.9839296,0.00005763603,0.001383605,0.0009868505,0.00008932431,0.01309239,0.0000163569,0.00001817271,0.0004260253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3111937,"threshold_uncertainty_score":0.6575109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07064456222384943,"score_gpt":0.2912996016813808,"score_spread":0.2206550394575314,"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."}}