{"id":"W2213434677","doi":"10.2139/ssrn.1464667","title":"Transnational Learning and Environmental Policy Advice: Theory Vs. Practice","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Advice (programming); Environmental policy; Political science; Public relations; Public economics; Environmental economics; Computer science; Economics","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":[0.003595315,0.0001002603,0.00009948949,0.0001246574,0.001075561,0.0000894881,0.000136676,0.00007618899,0.00008994057],"category_scores_gemma":[0.0002828081,0.0000994362,0.00006201285,0.0001406627,0.0001301349,0.0004961041,0.000004744055,0.001823121,0.000006188764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006412001,"about_ca_system_score_gemma":0.001660128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001323564,"about_ca_topic_score_gemma":0.0002673474,"domain_scores_codex":[0.9972729,0.0006441997,0.0001529772,0.0001387692,0.0003802575,0.001410895],"domain_scores_gemma":[0.999525,0.000221602,0.00006294886,0.00003527752,0.00001797367,0.0001371996],"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":[0.0000733023,0.00003849285,0.000381482,5.020922e-7,0.0000336134,0.000002072177,0.007536585,0.00002913689,0.0001751109,0.9233909,0.000005243301,0.06833357],"study_design_scores_gemma":[0.001127811,0.0006520897,0.004774581,0.000006840541,0.00007570135,0.0004697684,0.08854545,0.00006003511,0.00001882668,0.6256081,0.278349,0.0003117115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4668909,0.009119755,0.02357712,0.3026318,0.0002354624,0.000454272,0.000007573051,0.0003543623,0.1967287],"genre_scores_gemma":[0.989013,0.006253242,0.00005866517,0.000836499,0.000559155,9.698439e-7,0.000002667284,0.000009327328,0.003266532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.522122,"threshold_uncertainty_score":0.8272455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004498209528425422,"score_gpt":0.2979324802371829,"score_spread":0.2934342707087575,"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."}}