{"id":"W1604336192","doi":"10.22230/jem.2004v4n1a260","title":"Relevance of social science to the management of natural resources in British Columbia","year":2004,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Natural resource management; Natural resource; Resource (disambiguation); Ecosystem management; Natural (archaeology); Natural science; Behavioural sciences; Relevance (law); Resource management (computing); Process (computing); Environmental resource management; Sociology; Ecology; Social science; Political science; Geography; Computer science; Ecosystem; Biology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071427,0.00006374811,0.0001818843,0.00009030456,0.0001971066,0.00009439797,0.000448493,0.00001667417,0.00003993116],"category_scores_gemma":[0.000006554281,0.00006408798,0.00005635706,0.0005344753,0.0001756628,0.0001373116,0.000528927,0.00006730024,0.000003444308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776654,"about_ca_system_score_gemma":0.000005295775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241695,"about_ca_topic_score_gemma":0.02015089,"domain_scores_codex":[0.9986119,0.00002659148,0.0004369634,0.0001641496,0.0005864049,0.0001739643],"domain_scores_gemma":[0.9994448,0.000009992745,0.000336794,0.0001281867,0.00003220107,0.00004799841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00021269,0.001078966,0.7978767,0.002688317,0.0006481239,0.0005272088,0.01466411,0.01006232,0.001180507,0.00176172,0.01400364,0.1552958],"study_design_scores_gemma":[0.0007491633,0.00008643801,0.9222702,0.0003076885,0.00004381202,0.00001032586,0.004278854,0.0000378291,0.00001873364,0.0001241535,0.07199088,0.00008190188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934019,0.0001852018,0.0000675843,0.0006112548,0.0001999966,0.0003785386,0.000003043331,0.000002698256,0.005149741],"genre_scores_gemma":[0.998,0.0002932012,0.0006808318,0.00009764585,0.00002363589,0.000003473254,2.033487e-7,0.000003389336,0.0008975967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1552138,"threshold_uncertainty_score":0.9977288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00563419219083082,"score_gpt":0.188980382305645,"score_spread":0.1833461901148141,"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."}}