{"id":"W2488449151","doi":"10.1002/9781118392607.part1","title":"Governance trends and challenges","year":2014,"lang":"en","type":"other","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"IUCN Red List; Garcia; Corporate governance; Nova scotia; SAINT; Political science; Environmental ethics; Library science; Geography; Management; Humanities; History; Ecology; Archaeology; Biology; Art history; Art; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001361276,0.0001620203,0.000146488,0.001340508,0.001066809,0.005182286,0.0005530432,0.0009252275,0.06137972],"category_scores_gemma":[0.003211219,0.0001524928,0.0001461841,0.003731171,0.001186226,0.003893759,0.002152428,0.001243781,0.005947369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003249705,"about_ca_system_score_gemma":0.005587757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02840061,"about_ca_topic_score_gemma":0.06905513,"domain_scores_codex":[0.9990683,0.0001535344,0.00003994285,0.000116346,0.0003561273,0.000265806],"domain_scores_gemma":[0.9988174,0.0001736299,0.0001482004,0.00008441629,0.0003390301,0.0004373531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002195983,0.00005485894,0.009891014,0.0001160672,0.000005720005,0.0001212245,0.00103387,0.0003753514,0.0001739781,0.2432245,0.510376,0.2346054],"study_design_scores_gemma":[0.000003994815,0.000009721693,0.01636996,0.0001673746,0.000002392782,0.00009128822,0.00267111,0.0002484277,0.00007131862,0.01646342,0.9638945,0.000006574476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02990032,0.01224098,0.001274537,0.1289408,0.001458306,0.0000350883,0.001887106,0.0002422192,0.8240207],"genre_scores_gemma":[0.2150242,0.02401208,0.001832549,0.01092851,0.0009917378,0.0000964767,0.002722078,0.0002844945,0.7441079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06137972,"threshold_uncertainty_score":0.2053356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009210340557591989,"score_gpt":0.1847326553188439,"score_spread":0.1755223147612519,"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."}}