{"id":"W1534940919","doi":"10.1111/j.1541-0064.2008.00205.x","title":"Resource and environmental management: connecting the academy with practice","year":2008,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; University of Queensland","keywords":"Vision; Multidisciplinary approach; Action research; Resource (disambiguation); Management science; Key (lock); Action (physics); Knowledge management; Conceptual framework; Engineering ethics; Process management; Sociology; Computer science; Business; Engineering; Pedagogy; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.04981067,0.0008207107,0.001158323,0.005054181,0.02528866,0.04213926,0.004422254,0.01358769,0.01626411],"category_scores_gemma":[0.05559894,0.0008128296,0.0007641219,0.005943748,0.07197332,0.02298337,0.02918698,0.01198951,0.002070199],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0304289,"about_ca_system_score_gemma":0.09149118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358465,"about_ca_topic_score_gemma":0.01821809,"domain_scores_codex":[0.9516798,0.0321129,0.001929108,0.003751668,0.005987309,0.004539332],"domain_scores_gemma":[0.9374979,0.0340275,0.002831979,0.005001879,0.004678231,0.01596261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003356533,0.0002632764,0.002110651,0.0008248162,0.00003721691,0.0008678279,0.06078475,0.001393899,0.0001783692,0.7209675,0.059919,0.1526193],"study_design_scores_gemma":[0.00002286588,0.00005548025,0.0009564919,0.001590817,0.000007509202,0.0001563445,0.06644647,0.0006033388,0.0001051067,0.5608823,0.3691268,0.0000464396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01703356,0.02126215,0.01771574,0.5829431,0.003740703,0.0001609826,0.00003060904,0.0001823363,0.3569309],"genre_scores_gemma":[0.8165195,0.03170688,0.04404348,0.04700495,0.002867321,0.0007187242,0.00006836369,0.0002272741,0.05684347],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9864153,"threshold_uncertainty_score":0.2634271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008034835374924134,"score_gpt":0.1811207409187326,"score_spread":0.1730859055438085,"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."}}