{"id":"W7103468692","doi":"","title":"Review of <i>A Dry Oasis: Institutional Adaptation to Climate on the Canadian Plains.</i> Edited by Gregory P. Marchildon.","year":2011,"lang":"","type":"article","venue":"Insecta mundi","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Climate change; Settlement (finance); Climate change adaptation; Climate justice; Frame (networking)","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002440408,0.0005409599,0.0005734841,0.0005291752,0.002479831,0.0002075358,0.001616037,0.000251422,0.001858539],"category_scores_gemma":[0.0002690579,0.0004777565,0.0003115777,0.001450692,0.001396269,0.0003632991,0.0001715167,0.0004816496,0.0005122417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059741,"about_ca_system_score_gemma":0.001310097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5354928,"about_ca_topic_score_gemma":0.9199691,"domain_scores_codex":[0.994455,0.001026216,0.001071938,0.0007397214,0.001425813,0.001281329],"domain_scores_gemma":[0.997609,0.0002154797,0.0003398089,0.0008600638,0.0002451877,0.0007304714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004918401,0.001479669,0.005163282,0.008905677,0.001416412,0.0001238551,0.2164224,0.0005023936,0.0006610139,0.51797,0.1871393,0.05972414],"study_design_scores_gemma":[0.0004227312,0.0003605929,0.02384821,0.005475815,0.000189714,0.000002517112,0.0002046573,0.0001433641,0.00002132503,0.0005984858,0.968124,0.000608554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2050575,0.07924657,0.0004130463,0.0451,0.007505726,0.01240627,0.002917019,0.0003735848,0.6469803],"genre_scores_gemma":[0.9610708,0.02857399,0.0002132889,0.008880088,0.0003804599,0.0002396354,0.0001632728,0.00006146939,0.0004170267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7809847,"threshold_uncertainty_score":0.9997674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03720770203311252,"score_gpt":0.2456871188081942,"score_spread":0.2084794167750817,"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."}}