{"id":"W4402679287","doi":"10.1093/isr/viae036.01","title":"The Climate Challenge for International Studies","year":2024,"lang":"en","type":"article","venue":"International Studies Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.00176164,0.000103727,0.0001755903,0.00004159629,0.0008339196,0.0001426203,0.0005875024,0.00002799907,0.0003224945],"category_scores_gemma":[0.002105803,0.00006912069,0.0001691416,0.0001178588,0.0002775263,0.0001774207,0.0002345755,0.00009302999,0.0002100605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003398345,"about_ca_system_score_gemma":0.00002875131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001997206,"about_ca_topic_score_gemma":0.001365283,"domain_scores_codex":[0.9988059,0.0001163966,0.0003408644,0.0001881023,0.0003629582,0.0001857501],"domain_scores_gemma":[0.9976584,0.001177168,0.00008661305,0.0001555122,0.0008928241,0.00002945026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007968334,0.00001979977,0.0000133932,0.0005895753,0.0005256341,0.00000113436,0.006741753,3.625583e-7,0.000001515681,0.1556051,0.1790221,0.6574716],"study_design_scores_gemma":[0.00006068777,0.00001169201,0.00003013139,0.001666716,0.00003699092,8.873527e-7,0.006307308,0.00003525861,6.233612e-7,0.002986307,0.9887839,0.00007951805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001856631,0.7344033,0.00003078795,0.2006249,0.006393959,0.0004078469,0.00004436089,0.0000933774,0.05798285],"genre_scores_gemma":[0.003365899,0.989933,0.00008575308,0.00141057,0.001250681,0.0005457673,0.00003751065,0.00001040413,0.003360384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8097618,"threshold_uncertainty_score":0.641392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7873716955664302,"score_gpt":0.6313157072872913,"score_spread":0.1560559882791389,"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."}}