{"id":"W7163544106","doi":"10.18192/politika.8197","title":"Green Transformations and a Steady-State Economy","year":2023,"lang":"","type":"article","venue":"Politika – Undergraduate Journal of International Affairs Politics and Policy","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006083564,0.0005221647,0.00053847,0.001292067,0.0004563156,0.000378319,0.0005395377,0.0001554766,0.0002842669],"category_scores_gemma":[0.00009864144,0.000516766,0.0002367418,0.0005577194,0.0009130191,0.001336964,0.0004804191,0.0004649072,0.0005035818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089493,"about_ca_system_score_gemma":0.0003463093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00284179,"about_ca_topic_score_gemma":0.00009892201,"domain_scores_codex":[0.9963092,0.0001062574,0.001362261,0.0003763185,0.0006606417,0.001185323],"domain_scores_gemma":[0.9978438,0.0002111952,0.0006552127,0.0002028683,0.00009591084,0.0009910008],"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":[0.0002367022,0.0006232021,0.04212838,0.0007312637,0.002067303,0.0004785367,0.02989675,0.001851692,0.0004798844,0.8484447,0.022645,0.05041657],"study_design_scores_gemma":[0.003288432,0.0004980783,0.1020096,0.0002332614,0.0001768526,0.001359452,0.01388387,0.004662773,0.0004042778,0.6902997,0.1821568,0.001026813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5990133,0.000584445,0.0001774748,0.199588,0.000930137,0.0005650006,0.0009774436,0.00006407137,0.1981002],"genre_scores_gemma":[0.9724408,0.01243469,0.0001781439,0.001369714,0.0007864555,0.000007954034,0.00002895942,0.00005807868,0.01269516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3734275,"threshold_uncertainty_score":0.9997284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121339706978714,"score_gpt":0.2479867785379311,"score_spread":0.2367733814681439,"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."}}