{"id":"W2080528525","doi":"10.4018/ijstmi.2013070102","title":"Challenges in Climate Change and Environmental Crisis","year":2013,"lang":"en","type":"article","venue":"International Journal of Space Technology Management and Innovation","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Montreal Protocol; Climate change; Air pollution; Environmental planning; Environmental science; Environmental resource management; Ozone layer; Environmental issue; Environmental crisis; Environmental protection; Global warming; Business; Geography; Meteorology; Engineering; Ecology; Ozone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001409026,0.00007698536,0.00008776865,0.0007636052,0.00002258742,0.00001750855,0.0001664817,0.00006821298,0.00006518186],"category_scores_gemma":[0.00001143115,0.00006863768,0.000008565963,0.0002755034,0.0001303383,0.0005493884,0.000273474,0.0001207551,0.00001348013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006357754,"about_ca_system_score_gemma":4.561031e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004877319,"about_ca_topic_score_gemma":0.000003969596,"domain_scores_codex":[0.9993847,0.000005776982,0.0002161382,0.0001297497,0.0001540943,0.0001095288],"domain_scores_gemma":[0.9997389,0.000007167829,0.0001648404,0.00006591428,0.00001300613,0.00001019744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001540647,0.00006783482,0.1397114,0.000007165713,0.00002973983,0.00003615932,0.0001328223,0.0000056609,0.003226429,0.08567046,0.0003452674,0.7707517],"study_design_scores_gemma":[0.001807923,0.0003552351,0.7571123,0.0001289148,0.00002011113,0.0001950353,0.01268165,0.0005099142,0.003561883,0.2027361,0.02054182,0.0003491334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654266,0.0007782306,0.0005249322,0.03036479,0.0001017181,0.0001828768,8.939599e-7,0.00003637606,0.002583576],"genre_scores_gemma":[0.9829873,0.01280523,0.00398173,0.0001548963,0.00001539217,0.00001962953,0.000001088334,0.000004758641,0.00002991272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7704026,"threshold_uncertainty_score":0.2798963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105523902814494,"score_gpt":0.2526163853302473,"score_spread":0.2215611463021024,"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."}}