{"id":"W4402590469","doi":"10.1139/er-2024-0015","title":"A systematic scoping review of the collaborative governance of environmental and cultural flows","year":2024,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; University of Waterloo; University of Saskatchewan; University of New Brunswick","funders":"Government of Canada","keywords":"Environmental planning; Corporate governance; Environmental governance; Environmental resource management; Geography; Political science; Environmental science; Business","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":[0.06791056,0.002690712,0.007351447,0.05377043,0.002986136,0.008887112,0.003630427,0.004844761,0.004592852],"category_scores_gemma":[0.2553481,0.001764591,0.007150531,0.04177194,0.003207532,0.009342288,0.005364482,0.002681231,0.0008375013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021628,"about_ca_system_score_gemma":0.0594942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049005,"about_ca_topic_score_gemma":0.02416379,"domain_scores_codex":[0.9076971,0.03923528,0.03337502,0.004784043,0.01345899,0.001449523],"domain_scores_gemma":[0.763106,0.1745857,0.02737577,0.006093635,0.02707465,0.001764185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008507116,0.00003066056,0.0009163315,0.8968014,0.002829885,0.0002273524,0.002357592,0.0002642948,0.0002840924,0.002828434,0.005486144,0.08788884],"study_design_scores_gemma":[0.00003262754,0.00005533953,0.0008045817,0.9642822,0.005362045,0.0001434719,0.001029545,0.00007412058,0.0001345935,0.0009375258,0.0271189,0.00002504789],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002076969,0.9859664,0.002740521,0.001892305,0.001039602,0.002843764,0.001074922,0.0000450383,0.0023204],"genre_scores_gemma":[0.02695591,0.9553239,0.007039025,0.001791118,0.0003712567,0.006341388,0.001492562,0.00003970765,0.0006451572],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06791056,"threshold_uncertainty_score":0.3591496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196904667981312,"score_gpt":0.2602711198054828,"score_spread":0.2483020731256697,"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."}}