{"id":"W3141526719","doi":"10.1111/1758-5899.12932","title":"Climate Ambition and Sustainable Development for a New Decade: A Catalytic Framework","year":2021,"lang":"en","type":"article","venue":"Global Policy","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; York University","funders":"","keywords":"Orchestration; Action (physics); Climate governance; Accountability; Corporate governance; Sustainable development; Business; Political science; State (computer science); Process management; Environmental resource management; Environmental planning; Computer science; Economics; Environmental 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":[0.0002299814,0.0001534621,0.0003038478,0.0001032755,0.0002115452,0.0001696719,0.0001027955,0.000143957,0.00006543186],"category_scores_gemma":[0.0003099575,0.0002062894,0.00007343978,0.000299897,0.0000319276,0.000185664,0.0001870689,0.00006880784,0.0002053237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004940217,"about_ca_system_score_gemma":0.0001835194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241101,"about_ca_topic_score_gemma":0.0002591203,"domain_scores_codex":[0.9984498,0.000004542391,0.0004142347,0.0003835468,0.00001675022,0.0007311106],"domain_scores_gemma":[0.9993558,0.00003894183,0.0001506137,0.0002178351,0.00003360726,0.0002032261],"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":[0.00001869896,0.00003111568,0.00360974,0.0001381922,0.00003350655,0.000005816414,0.0005753814,0.000006962622,9.803747e-7,0.990546,0.002700649,0.002332881],"study_design_scores_gemma":[0.0008309423,0.00003385789,0.015693,0.00003427125,0.00001185171,0.00004004416,0.0006722595,0.0002415615,0.0001617487,0.7462131,0.2356874,0.0003799628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8236083,0.009845654,0.02768627,0.05871894,0.0008075801,0.001350891,0.003095122,0.0002494714,0.07463781],"genre_scores_gemma":[0.9683987,0.001362691,0.01801092,0.007132031,0.001197895,0.0001137046,0.0003008322,0.0000490404,0.003434158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2443329,"threshold_uncertainty_score":0.8412238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320778370755434,"score_gpt":0.2903951201077981,"score_spread":0.2371873364002437,"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."}}