{"id":"W2276806087","doi":"10.1080/1943815x.2015.1077869","title":"State-led experimentation or centrally-motivated replication? A study of state action plans on climate change in India","year":2015,"lang":"en","type":"article","venue":"Journal of Integrative Environmental Sciences","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Science and Technology, Ministry of Science and Technology, India; International Development Research Centre; Oak Foundation","keywords":"Climate change; Context (archaeology); Mandate; Political science; Climate governance; Scope (computer science); Action plan; Corporate governance; Sustainability; State (computer science); Government (linguistics); Public administration; Bureaucracy; Environmental resource management; Environmental planning; Public relations; Geography; Politics; Economics; Management; Law; Computer science; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001208131,0.0001898821,0.0002790761,0.0001223959,0.0001016253,0.00003166509,0.0003453442,0.00003677448,0.0003926216],"category_scores_gemma":[0.000140633,0.0001201195,0.00004974123,0.00047312,0.0004211585,0.0009848167,0.0001005929,0.000195991,0.00001829226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192522,"about_ca_system_score_gemma":0.00003204153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003682595,"about_ca_topic_score_gemma":0.001107576,"domain_scores_codex":[0.9975784,0.0002786116,0.0006140275,0.0003496127,0.0008863685,0.0002929134],"domain_scores_gemma":[0.9987436,0.0001068136,0.0008263363,0.0001783636,0.00001476633,0.0001301009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001365653,0.002752207,0.8386531,0.00000696444,0.00001734417,0.00004182422,0.1331442,0.001253333,0.01740734,0.0000143249,0.00006800748,0.00527577],"study_design_scores_gemma":[0.001302361,0.004702073,0.7433701,0.00005354371,0.000008114908,0.00001177174,0.2203939,0.0001660103,0.02966034,0.000157763,0.00004028704,0.0001337802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987016,0.00002078557,0.00001039633,0.0001238046,0.0001310291,0.0005794226,0.0000335278,0.000005679282,0.0003937134],"genre_scores_gemma":[0.9994608,0.000210662,0.0001306114,0.00008864881,0.00001966616,0.0000349654,0.000003113465,0.000007669977,0.00004384059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09528298,"threshold_uncertainty_score":0.4898332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06375880648768732,"score_gpt":0.346820313624966,"score_spread":0.2830615071372786,"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."}}