{"id":"W3044485770","doi":"10.4236/nr.2020.117017","title":"Assessment of a Public Participation Tool by Experts: A Case Study of Quebec, Canada","year":2020,"lang":"en","type":"article","venue":"Natural Resources","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Génome Québec; Genome Canada","keywords":"Political science; Environmental planning; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009497346,0.0006321101,0.0004557851,0.001812975,0.01570855,0.00363721,0.002251873,0.002362546,0.004898953],"category_scores_gemma":[0.01257105,0.0003725974,0.0003202253,0.002920312,0.003185765,0.001271555,0.002262032,0.001367913,0.0004012407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06570968,"about_ca_system_score_gemma":0.06403274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974643,"about_ca_topic_score_gemma":0.9904076,"domain_scores_codex":[0.9915584,0.004197493,0.0002070605,0.0006537242,0.001482732,0.001900566],"domain_scores_gemma":[0.9855332,0.006056053,0.0005505098,0.0003327378,0.005700584,0.001826894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006389014,0.002396165,0.08798125,0.0009332076,0.00005896063,0.01162231,0.7824473,0.001560314,0.00603836,0.004383848,0.01049596,0.09144346],"study_design_scores_gemma":[0.00009616439,0.000504062,0.06565697,0.0003957331,0.00004089813,0.0004092433,0.8860297,0.002925528,0.001262573,0.0002992901,0.04227414,0.0001056675],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981631,0.0003663072,0.001321264,0.001788083,0.0000270045,0.0007564476,0.0003393103,0.00002397171,0.01374649],"genre_scores_gemma":[0.9883023,0.0003331015,0.002658122,0.0005719388,0.000007798256,0.0002530715,0.0001926359,0.00002205381,0.007659052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06570968,"threshold_uncertainty_score":0.4767593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136977912361768,"score_gpt":0.2826881628945475,"score_spread":0.2613183837709298,"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."}}