{"id":"W2981808900","doi":"10.4095/290157","title":"Developing extreme scenarios for water and land management on the Canadian Prairies","year":2012,"lang":"en","type":"report","venue":"","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geography; Environmental resource management; Environmental science; Environmental planning; Water resource management","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":[0.001830401,0.0008256843,0.0004065326,0.0006517693,0.002419303,0.001685776,0.001526748,0.001255423,0.003613068],"category_scores_gemma":[0.002067723,0.0004402085,0.0008923112,0.001487565,0.000565217,0.0009757846,0.0009629357,0.001203697,0.0002283995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01764636,"about_ca_system_score_gemma":0.02886259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665307,"about_ca_topic_score_gemma":0.9853258,"domain_scores_codex":[0.9990757,0.0002239007,0.00002204795,0.00005140338,0.0003015292,0.0003254301],"domain_scores_gemma":[0.9991749,0.0001394039,0.00003285766,0.0000428722,0.0004214382,0.0001885325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004826335,0.0002425745,0.03934506,0.0002087693,0.0002251459,0.0008419646,0.0004482295,0.8551169,0.002179842,0.02250507,0.03459023,0.04381351],"study_design_scores_gemma":[0.0006133731,0.000449095,0.1659539,0.0002718415,0.0004003496,0.0002285708,0.007332317,0.718291,0.003520191,0.02989323,0.07271406,0.0003320109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7972622,0.001318031,0.0229448,0.007468023,0.0001441172,0.001396776,0.02875271,0.0004548668,0.1402586],"genre_scores_gemma":[0.9439674,0.001307243,0.03177846,0.000333645,0.00001979671,0.0004269982,0.008179439,0.00007036865,0.01391654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03346926,"threshold_uncertainty_score":0.1280339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193441316821091,"score_gpt":0.2444581027102228,"score_spread":0.1251139710281137,"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."}}