{"id":"W4213320862","doi":"10.24124/2021/59196","title":"https://unbc.arcabc.ca/islandora/object/unbc%3A59196","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Operationalization; Government (linguistics); Political science; Scope (computer science); Public relations; Transition (genetics); Business; Public administration","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001012295,0.0005786276,0.0004915693,0.002317037,0.003197733,0.006253127,0.001260036,0.001263674,0.7457558],"category_scores_gemma":[0.002704815,0.0004865644,0.0002736598,0.003699858,0.001149376,0.002071109,0.002965747,0.00124042,0.6124527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004796289,"about_ca_system_score_gemma":0.005011884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.244068,"about_ca_topic_score_gemma":0.4002548,"domain_scores_codex":[0.99943,0.00005679426,0.00001808773,0.00006932124,0.0003077372,0.0001180294],"domain_scores_gemma":[0.9980131,0.00020028,0.00007049461,0.0003437954,0.0008092409,0.0005629539],"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":[0.00003642317,0.00003276759,0.000395157,0.0002428687,0.000002312934,0.00003260947,0.0003401425,0.0000469696,0.0002392984,0.003535041,0.9153547,0.07974172],"study_design_scores_gemma":[0.000002896097,0.000001752471,0.0006397066,0.00009915285,7.245314e-7,0.000007703603,0.0001442254,0.00002513946,0.0001353359,0.000260974,0.9986776,0.000004938362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007355023,0.0007437241,0.0007476524,0.001540887,0.0002697269,0.0001086488,0.02391465,0.005719298,0.9662199],"genre_scores_gemma":[0.006614912,0.00139504,0.002147583,0.0006350375,0.00006958839,0.0001622177,0.01420163,0.005637274,0.9691367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2542442,"threshold_uncertainty_score":0.4852946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006100949402702877,"score_gpt":0.2421758061640647,"score_spread":0.2360748567613618,"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."}}