{"id":"W4229881329","doi":"10.1017/cbo9781139136938","title":"Climate and Human Migration","year":2013,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Refugee; Forced migration; Scholarship; Political science; Climate change; Development economics; Geography; Politics; Global warming; Environmental planning; Ecology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002417738,0.0002293773,0.0002493879,0.00017891,0.00104354,0.0001812048,0.0002563363,0.0004013516,0.00001411048],"category_scores_gemma":[0.00002156109,0.0002942205,0.00008445647,0.00001941549,0.0004491411,0.0003035201,0.0001333205,0.000226475,0.00002612288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005662706,"about_ca_system_score_gemma":0.0002025487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007229582,"about_ca_topic_score_gemma":0.003787966,"domain_scores_codex":[0.9986085,0.0001639517,0.000170433,0.0003968223,0.0003363462,0.0003239255],"domain_scores_gemma":[0.9989748,0.00008562886,0.000271527,0.0002407058,0.0002569103,0.0001704395],"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":[0.000009552175,0.000008355744,0.00003492355,0.00007391251,0.00002353107,0.00001171198,0.00312118,3.142302e-7,0.00009103194,0.8326758,0.1631529,0.0007967839],"study_design_scores_gemma":[0.000257123,0.00002911702,0.0002964546,0.0001107112,0.0001174359,9.810803e-7,0.001716906,0.00003612568,0.00003275017,0.00002456524,0.9970559,0.0003218959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008444036,0.00008734625,0.00004635085,0.00007829827,0.0001832452,0.0007101857,0.0001531344,0.0001852391,0.9901122],"genre_scores_gemma":[0.001594512,0.0006324566,0.00006012899,0.00005068383,0.0003284227,0.000003004678,0.0003459534,0.00002822031,0.9969566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.833903,"threshold_uncertainty_score":0.999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07236693371884087,"score_gpt":0.2613959918894329,"score_spread":0.189029058170592,"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."}}