{"id":"W4392584536","doi":"10.1016/j.oneear.2024.02.002","title":"Research priorities for climate mobility","year":2024,"lang":"en","type":"article","venue":"One Earth","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre; Carleton University","funders":"National Research Foundation; International Development Research Centre","keywords":"Environmental science; Geography; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002968971,0.00004723092,0.00007276777,0.00009295689,0.0005937992,0.0002823236,0.00009078167,0.00006066586,0.0003152725],"category_scores_gemma":[0.0003586604,0.00004933187,0.00004330183,0.0003499438,0.0002061432,0.0002818209,0.00002234271,0.0001045609,0.0001938646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000910727,"about_ca_system_score_gemma":0.0002488091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393732,"about_ca_topic_score_gemma":0.0261389,"domain_scores_codex":[0.998782,0.0001644302,0.0001204065,0.0002083485,0.0003826391,0.0003421205],"domain_scores_gemma":[0.9990195,0.0005943094,0.00001376083,0.0001176851,0.0001976627,0.00005710057],"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":[0.00006093515,0.0001215841,0.002111033,0.0006377999,0.00002821446,0.000003558652,0.1102864,0.00001504814,0.002304711,0.8150406,0.008331723,0.06105844],"study_design_scores_gemma":[0.0002269515,0.0001821231,0.01580289,0.0001751648,0.00001879875,4.307754e-7,0.03736822,0.002455546,0.001305465,0.03746216,0.9047702,0.000232061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367954,0.001572008,0.0006345309,0.006693902,0.0008834204,0.001308137,0.0001431286,0.0004011093,0.05156834],"genre_scores_gemma":[0.9880996,0.000853932,0.0009358356,0.00003510365,0.0007353017,0.0001295913,0.0000269992,0.00001376404,0.009169885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8964385,"threshold_uncertainty_score":0.9916315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3573097246150224,"score_gpt":0.4511505125237736,"score_spread":0.09384078790875122,"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."}}