{"id":"W4415620385","doi":"10.1080/16544951.2025.2578899","title":"Climate change, vulnerability, and cultural loss <sup>1</sup>","year":2025,"lang":"en","type":"article","venue":"Ethics & Global Politics","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Relocation; Refugee; Dilemma; Deliberation; Obligation; Forced migration; Community cohesion; Moral obligation; Livelihood","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001008706,0.0003879771,0.0002812264,0.00073813,0.00317663,0.008156831,0.0007537025,0.002071468,0.01638324],"category_scores_gemma":[0.002900394,0.0001384525,0.000355682,0.001261931,0.006772108,0.003843719,0.004018058,0.001977426,0.00152511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949293,"about_ca_system_score_gemma":0.001000946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005258527,"about_ca_topic_score_gemma":0.00900622,"domain_scores_codex":[0.9990743,0.0005279502,0.0000507657,0.00006792929,0.0001278005,0.0001512148],"domain_scores_gemma":[0.9974647,0.001460575,0.0004589745,0.0001188214,0.0002168983,0.0002800336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002742463,0.0001523823,0.06533244,0.0009665218,0.0001123112,0.0022517,0.04853791,0.001660719,0.0007003481,0.6128762,0.1357858,0.1313494],"study_design_scores_gemma":[0.00001110379,0.0002103507,0.1148476,0.001578772,0.00007668151,0.003995238,0.1232297,0.001557844,0.0008724751,0.1999483,0.5535571,0.0001147558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1822775,0.0530814,0.00250674,0.1737783,0.006064944,0.00006315668,0.0008869592,0.00006008553,0.5812809],"genre_scores_gemma":[0.946978,0.01905854,0.000638327,0.008808842,0.002895705,0.00009721753,0.0002490823,0.00004817249,0.02122611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01638324,"threshold_uncertainty_score":0.05480736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1706411799071622,"score_gpt":0.426622420247751,"score_spread":0.2559812403405888,"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."}}