{"id":"W2794820540","doi":"10.11575/prism/30089","title":"Recommendations for Alberta's Draft Conservation Offset Framework: Realizing True Market Potential","year":2015,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Offset (computer science); Operations research; Engineering; Computer science; Business; Environmental resource management; Economics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000815507,0.0003130717,0.0003001408,0.00006796009,0.0003771794,0.0002894434,0.0006560654,0.0003056983,0.04966846],"category_scores_gemma":[0.0002146009,0.0003431682,0.0001060532,0.000179078,0.00005934077,0.0005442409,0.0002914175,0.0002661759,0.001261643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003602908,"about_ca_system_score_gemma":0.00005650239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003123746,"about_ca_topic_score_gemma":0.01751182,"domain_scores_codex":[0.9979627,0.0001340411,0.00053408,0.0006817917,0.000375799,0.0003116588],"domain_scores_gemma":[0.9987451,0.000165177,0.0004449241,0.0004661138,0.0000247654,0.0001539505],"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":[0.0002804997,0.0001729224,0.0003916732,0.00002588041,0.00006919697,0.000002728444,0.001196708,0.00006917034,0.000307276,0.0001868907,0.8746712,0.1226258],"study_design_scores_gemma":[0.0006280049,0.00007225771,0.003225474,0.0001147708,0.0001363532,0.00000177911,0.002552385,0.001526905,0.0002802518,0.002030944,0.9889997,0.0004312365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07478423,0.00005692111,0.003011811,0.02559134,0.002296577,0.007006891,0.0005937654,0.00001684196,0.8866416],"genre_scores_gemma":[0.03950795,0.0001721436,0.1259104,0.005136418,0.0002130603,0.001180353,0.03288053,0.0001713811,0.7948278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1228985,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915068641976031,"score_gpt":0.3348653630462138,"score_spread":0.2857146766264536,"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."}}