{"id":"W4402159458","doi":"10.1079/9781800620025.0024","title":"Climate Change, Conflict, Complexity and Health","year":2024,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Climate change; Environmental science; Political science; Geology; Oceanography","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007912702,0.0005392982,0.001102095,0.0001978398,0.001498761,0.00001943034,0.0001612241,0.0005964508,0.0003830273],"category_scores_gemma":[0.00001334209,0.0004788461,0.0001290753,0.00001502354,0.0003657515,0.0000245319,0.000550547,0.001898043,0.001721818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652811,"about_ca_system_score_gemma":0.0004740643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004492245,"about_ca_topic_score_gemma":0.0004853648,"domain_scores_codex":[0.9968729,0.00006683107,0.000965331,0.0006709886,0.0002787314,0.001145224],"domain_scores_gemma":[0.9981232,0.0001861327,0.0004133327,0.000499122,0.0001493849,0.0006288355],"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":[0.00002675245,0.000003562009,0.00007935721,0.005606903,0.0000669056,0.00003131491,0.02018887,1.792496e-9,4.520657e-7,0.8550059,0.008108634,0.1108814],"study_design_scores_gemma":[0.0003801911,0.0001353523,0.0005855236,0.002983412,0.00005354239,0.000006769458,0.000302491,0.000007318591,1.81264e-7,0.00961888,0.9855651,0.0003612704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002502872,0.01408913,0.000002986146,0.01928163,0.001728934,0.002508213,0.0006923117,0.0003879888,0.9612838],"genre_scores_gemma":[0.0002069958,0.00457408,0.00005687248,0.04246881,0.001942013,0.000455844,0.0000765435,0.0001517496,0.9500671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9774565,"threshold_uncertainty_score":0.9998012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.448630457877116,"score_gpt":0.4808999416615655,"score_spread":0.03226948378444944,"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."}}