{"id":"W4396563681","doi":"10.2139/ssrn.4813170","title":"Spatial Peace","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Geography; Political science","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003962313,0.0002328953,0.0002396311,0.00023727,0.0005910103,0.0005078739,0.0004984934,0.0003588627,0.0002326017],"category_scores_gemma":[0.0002462665,0.0002357703,0.0002442908,0.0002071989,0.0001211666,0.0001174255,0.0002293287,0.00518622,0.0002901943],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005387166,"about_ca_system_score_gemma":0.01419454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01194478,"about_ca_topic_score_gemma":0.4035099,"domain_scores_codex":[0.9960102,0.0003174365,0.000377091,0.0003670001,0.0007664025,0.002161874],"domain_scores_gemma":[0.9990708,0.00007346631,0.0002983775,0.0001951629,0.0002346093,0.0001276068],"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":[0.00005352858,0.00009943436,0.0005816259,0.0001001431,0.000449283,0.00002164374,0.06200885,0.0002349887,0.0001465815,0.8075756,0.006208294,0.12252],"study_design_scores_gemma":[0.0001684585,0.00007327194,0.0001413822,0.0001422682,0.0001438436,0.00003966653,0.0291532,0.0003989195,0.0000146845,0.9279935,0.0413764,0.0003544355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6658835,0.09816537,0.037217,0.06515861,0.02293133,0.00235827,0.0001088336,0.001172619,0.1070045],"genre_scores_gemma":[0.9305544,0.04626356,0.00009695729,0.00008374588,0.005799211,0.00002329561,0.00004880672,0.00005664531,0.0170733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3915651,"threshold_uncertainty_score":0.998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05823279405016961,"score_gpt":0.3304574444835491,"score_spread":0.2722246504333795,"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."}}