{"id":"W4250518050","doi":"10.4095/328323","title":"Planned retreat approaches to support resilience to climate change in Canada","year":2021,"lang":"en","type":"report","venue":"","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Climate change; Environmental resource management; Geography; Environmental planning; Environmental science; Oceanography; Geology","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":[],"category_scores_codex":[0.001737518,0.0003199384,0.000558343,0.0003515089,0.0002838216,0.000148538,0.0004331947,0.0002803773,0.001202389],"category_scores_gemma":[0.0009615099,0.0003369043,0.00006972923,0.001340528,0.00004266451,0.000225511,0.0001676423,0.0002274704,0.00006929751],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007171827,"about_ca_system_score_gemma":0.01261849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995021,"about_ca_topic_score_gemma":0.9999752,"domain_scores_codex":[0.9954495,0.0002041193,0.0006233195,0.0008541376,0.001975015,0.0008938604],"domain_scores_gemma":[0.9983783,0.000170977,0.0002116915,0.0004463533,0.0003483255,0.0004443077],"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":[0.000157695,0.0002071283,0.3194775,0.000798816,0.00006316751,0.000986276,0.1940547,0.0001953866,0.00003532676,0.003836407,0.3933974,0.08679023],"study_design_scores_gemma":[0.0002983739,0.0002662742,0.1349648,0.0009381665,0.00007149798,0.00002004802,0.1558075,0.0001076284,0.0001691043,0.00005305459,0.7055101,0.001793402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1193473,0.0005036511,0.00003989706,0.01772269,0.003677464,0.004251758,0.000900271,0.0001905281,0.8533664],"genre_scores_gemma":[0.9062557,0.008827663,0.002175106,0.004412245,0.003456205,0.002043608,0.00326521,0.0001871708,0.06937713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7869084,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4109717049217316,"score_gpt":0.3612708253065177,"score_spread":0.04970087961521391,"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."}}