{"id":"W4240748963","doi":"10.24124/2016/bpgub1145","title":"Farmland protection in British Columbia: an evaluation of the Agricultural Land Commission's application process and its impact on long-range agricultural land use planning","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Northern British Columbia","funders":"","keywords":"Commission; Agriculture; Legislature; Agricultural land; Land-use planning; Process (computing); Statement (logic); Environmental planning; Land use; Range (aeronautics); Political science; Business; Geography; Engineering; Civil engineering; Law; Computer science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00964204,0.0002273382,0.0003034029,0.001370637,0.009286171,0.006444019,0.001508062,0.0009155941,0.003245269],"category_scores_gemma":[0.02433087,0.0003791315,0.0002310363,0.004374471,0.003546682,0.001301498,0.002538799,0.002089666,0.0002618773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08128117,"about_ca_system_score_gemma":0.09247398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9489605,"about_ca_topic_score_gemma":0.980809,"domain_scores_codex":[0.9922779,0.002637665,0.0003339541,0.0003102327,0.00323075,0.001209598],"domain_scores_gemma":[0.9699849,0.01461857,0.001936337,0.0005779066,0.009984512,0.002897695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001108107,0.003107261,0.4230646,0.001718608,0.0001425766,0.002581379,0.3093492,0.00222333,0.004095759,0.006097029,0.01420514,0.232307],"study_design_scores_gemma":[0.00006138287,0.0005822684,0.5950341,0.0004472448,0.00005830266,0.00006921875,0.3753891,0.0008639264,0.000700426,0.0003279667,0.02640046,0.00006552206],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762705,0.0003693775,0.00008764803,0.001200344,0.00001308776,0.0002934888,0.0001337882,0.00000949386,0.02162232],"genre_scores_gemma":[0.9896656,0.0008710655,0.0005609249,0.0006574896,0.000006434642,0.0002400837,0.0002313733,0.00001176167,0.007755119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08128117,"threshold_uncertainty_score":0.589739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157976561906839,"score_gpt":0.2702571545746463,"score_spread":0.2544594983839624,"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."}}