{"id":"W3164126159","doi":"10.48336/mvzs-4v92","title":"The application of the collective impact initiative model for effective public consultation in Bonne Bay: example - ocean conservation","year":2022,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Resource (disambiguation); Natural resource; Environmental resource management; Process (computing); Environmental planning; National park; Natural resource management; Public participation; Public consultation; Geography; Marine conservation; Marine protected area; Political science; Business; Public relations; Ecology; Computer science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01388844,0.0004504295,0.0003558753,0.001078473,0.006901661,0.00747604,0.001627215,0.003228449,0.0117911],"category_scores_gemma":[0.01417367,0.0003381517,0.0006115143,0.001206893,0.004174631,0.003766716,0.004769236,0.002332325,0.0005977027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01401584,"about_ca_system_score_gemma":0.01770897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03000067,"about_ca_topic_score_gemma":0.05458406,"domain_scores_codex":[0.9881771,0.009592507,0.0001811731,0.0004169148,0.0006030701,0.001029227],"domain_scores_gemma":[0.9878168,0.009508382,0.0007190947,0.0003100009,0.0005703429,0.001075385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003037214,0.001730074,0.01846843,0.0005363898,0.00005619225,0.001943091,0.05923679,0.04669226,0.001101112,0.7807416,0.01055126,0.07863905],"study_design_scores_gemma":[0.0007388935,0.001363912,0.02129423,0.00122204,0.000162164,0.0008410385,0.2307715,0.30207,0.002556103,0.2671089,0.1716657,0.0002054209],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4709726,0.0002628311,0.06604797,0.0304445,0.0001577853,0.003142804,0.000148393,0.0001690631,0.4286541],"genre_scores_gemma":[0.9619781,0.0001445641,0.02685999,0.0004843414,0.00001229851,0.00120953,0.00003353177,0.000016304,0.009261297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9699993,"threshold_uncertainty_score":0.1016925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281999867301051,"score_gpt":0.2666207117614203,"score_spread":0.2384207250313152,"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."}}