{"id":"W2894605274","doi":"10.1139/cjfas-2017-0305","title":"What is “usable” knowledge? Perceived barriers for integrating new knowledge into management of an iconic Canadian fishery","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"USable; Knowledge management; Business; Knowledge transfer; Dimension (graph theory); Government (linguistics); Knowledge value chain; Personal knowledge management; Knowledge sharing; Fishery; Organizational learning; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.01242734,0.0002339296,0.0003391507,0.001736038,0.006267922,0.007240345,0.001091758,0.001715822,0.001887501],"category_scores_gemma":[0.04416478,0.0003314913,0.0002553487,0.001568723,0.007571377,0.005594239,0.003135837,0.001353538,0.000130549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01122468,"about_ca_system_score_gemma":0.02236299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3634138,"about_ca_topic_score_gemma":0.4630314,"domain_scores_codex":[0.9911845,0.003012644,0.000588597,0.0004295612,0.003111952,0.001672769],"domain_scores_gemma":[0.9622592,0.02326237,0.00490108,0.001373862,0.005510701,0.002692835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001250364,0.0001505234,0.2445267,0.0003499342,0.00005050861,0.001091669,0.6913067,0.0006357403,0.003153903,0.008192293,0.0008906013,0.04952639],"study_design_scores_gemma":[0.000007573515,0.0001061283,0.121026,0.0004180817,0.00004867313,0.0002424765,0.8607053,0.001223226,0.000692883,0.003249482,0.01222495,0.00005531486],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863927,0.0002431521,0.0009723306,0.002524659,0.000006582001,0.00003538798,0.00002651828,0.000004690066,0.009794003],"genre_scores_gemma":[0.9989896,0.0001650513,0.0003405615,0.0001217819,0.00000230455,0.0000081844,0.00001302285,0.000002360922,0.0003571969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6365862,"threshold_uncertainty_score":0.722597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052238416133344,"score_gpt":0.3671376968071182,"score_spread":0.2619138551937838,"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."}}