{"id":"W2514399087","doi":"10.5430/jms.v7n3p23","title":"Role of the Natural and Social Sciences in Cop21 Implementation: Success or Failure","year":2016,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Government (linguistics); Variety (cybernetics); Global warming; Natural (archaeology); Fossil fuel; Process (computing); Natural resource economics; Political science; Climate change; Business; Environmental economics; Economics; Engineering; Computer science; Ecology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006293811,0.00003763528,0.00008055827,0.00006701811,0.000230779,0.00005324425,0.0001338121,0.00001687692,0.00006073215],"category_scores_gemma":[0.000005929989,0.00001821791,0.00002324039,0.0001440091,0.0002377607,0.0002545785,0.00001908928,0.00005575455,1.191491e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001353447,"about_ca_system_score_gemma":0.00005647757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002347077,"about_ca_topic_score_gemma":0.003656863,"domain_scores_codex":[0.9993547,0.0001023355,0.0001596625,0.00005035441,0.0002167259,0.0001161791],"domain_scores_gemma":[0.9998168,0.0000429476,0.00008640722,0.00001617339,0.00002357899,0.00001408601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001494635,0.00005044501,0.3902656,0.00007264091,0.00009903099,0.0000135141,0.02667459,0.000008011136,0.001371921,0.2558483,0.001282618,0.3241639],"study_design_scores_gemma":[0.001419394,0.0001448464,0.8956321,0.00007303643,0.00003445286,0.000004222584,0.07948396,0.000005019258,0.0001851768,0.006167257,0.01675897,0.00009160073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888793,0.000187114,0.000008140254,0.00494311,0.00004362796,0.00006521175,0.000001002502,0.00000145414,0.005871062],"genre_scores_gemma":[0.9993709,0.0001983395,0.00002757405,0.00005472429,0.00007137156,5.251859e-7,3.44721e-8,0.000001166046,0.0002753447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5053664,"threshold_uncertainty_score":0.2040616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02892238555054379,"score_gpt":0.3603104749933307,"score_spread":0.331388089442787,"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."}}