{"id":"W6959908713","doi":"10.11575/prism/39592","title":"Reaching No Net Loss: policy recommendations to improve Canada’s federal biodiversity offsetting policy","year":2021,"lang":"en","type":"other","venue":"University of Calgary","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Measurement of biodiversity; Climate change; Stakeholder; Global biodiversity; Value (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006684117,0.0002093983,0.0003343718,0.0000537723,0.0003408437,0.00002817007,0.0003780487,0.0002080815,0.001204916],"category_scores_gemma":[0.00005000877,0.0001076418,0.0001367014,0.0003779728,0.00003587767,0.00004769665,0.0002770415,0.0001949628,0.00003704149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234961,"about_ca_system_score_gemma":0.000266088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9686043,"about_ca_topic_score_gemma":0.9079025,"domain_scores_codex":[0.9988815,0.0001067323,0.0001323173,0.0003535392,0.0002280893,0.0002977921],"domain_scores_gemma":[0.9993468,0.00005545391,0.0002088274,0.00008081321,0.00009120371,0.0002169234],"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":[0.00001217941,0.0000304344,0.0009575965,0.00003181185,0.00006814445,0.00003681343,0.00009994803,4.537509e-7,0.006663856,0.0001191808,0.9753616,0.01661791],"study_design_scores_gemma":[0.0001149035,0.00004631475,0.008347275,0.0001704212,0.00001585039,0.000004889707,0.0005716984,0.000002331537,0.00003886663,0.000003448349,0.9904327,0.0002513203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02494441,0.0003439779,0.00001638906,0.04545717,0.0008637433,0.000871782,0.002262523,0.0001995538,0.9250404],"genre_scores_gemma":[0.02012022,0.0002328426,0.0006539434,0.002418876,0.002882707,6.854572e-7,0.003159798,0.0000086284,0.9705223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06070181,"threshold_uncertainty_score":0.9997081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024623358822108,"score_gpt":0.1916541382008017,"score_spread":0.1814079046125806,"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."}}