{"id":"W2586361734","doi":"","title":"Public participation best practices in environmental decision-making in Newfoundland and Labrador - analyzing the forestry management planning process","year":2016,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Best practice; Public participation; Citizen journalism; Process (computing); Exploratory research; Public involvement; Quality (philosophy); Sustainable forest management; Environmental resource management; Business; Management process; Environmental planning; Forest management; Data collection; Public engagement; Geography; Public relations; Political science; Forestry; Engineering; Sociology; Management system; Operations management; Environmental science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01351746,0.000218794,0.0002793968,0.00149248,0.01607421,0.009572839,0.001761563,0.001173893,0.003883369],"category_scores_gemma":[0.01205442,0.0003500368,0.0002937173,0.002104242,0.009236442,0.002771267,0.00587086,0.001300776,0.0002232115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06347653,"about_ca_system_score_gemma":0.09368976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7775761,"about_ca_topic_score_gemma":0.9193384,"domain_scores_codex":[0.9826062,0.01053754,0.0004230932,0.000802151,0.001257677,0.004373418],"domain_scores_gemma":[0.9867933,0.00794241,0.001181826,0.0007432218,0.00168309,0.00165599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002489307,0.0005212153,0.0767324,0.0006575123,0.00008290107,0.005839008,0.6259971,0.00499035,0.003283406,0.05824628,0.01986619,0.2035348],"study_design_scores_gemma":[0.00002460401,0.00008283518,0.0527583,0.0006158184,0.00003218809,0.0002644227,0.8396893,0.001422306,0.00125397,0.00392465,0.09986163,0.00007001961],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8458322,0.001007498,0.003772563,0.01987558,0.00004581278,0.0003770649,0.000122368,0.00008696607,0.12888],"genre_scores_gemma":[0.9911391,0.0002309657,0.00168063,0.00032499,0.000003159548,0.0000675773,0.00003674317,0.000009402273,0.006507336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2224239,"threshold_uncertainty_score":0.4605566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05164083143473201,"score_gpt":0.3078558357843095,"score_spread":0.2562150043495775,"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."}}