{"id":"W4394976793","doi":"10.1007/978-3-031-56560-1_11","title":"UN’s SDGs 2030 Agenda, Environment as Global Public Good","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Political science; Environmental planning; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002306191,0.0009353452,0.0004867827,0.0000982963,0.000242406,0.0001933856,0.0007643647,0.0005829349,0.2457344],"category_scores_gemma":[0.0000080107,0.0008722471,0.0003474261,0.00009386802,0.0005634472,0.0003167517,0.00212084,0.0005020918,0.1955213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003779036,"about_ca_system_score_gemma":0.00005389682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004392114,"about_ca_topic_score_gemma":0.00006492383,"domain_scores_codex":[0.9958624,0.00001663429,0.000594845,0.001346587,0.001170239,0.001009337],"domain_scores_gemma":[0.9985278,0.00002358854,0.0001606516,0.0007955594,0.000002648781,0.0004897142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003178935,0.0002097852,0.002108238,0.0001020912,0.0006193455,0.001291371,0.0002813817,0.0001146521,0.0000729852,0.6528798,0.2460362,0.09625233],"study_design_scores_gemma":[0.0002237654,0.00007962274,0.001568112,0.00002158823,0.000094299,0.0000748878,0.00007474987,0.00001586873,0.00004547971,0.1096738,0.8871928,0.0009350026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007310811,0.0005691867,0.00003335205,0.002827676,0.0003631476,0.0005823678,0.00008147117,0.0002367549,0.994575],"genre_scores_gemma":[0.0159486,0.0008438944,0.0005155078,0.001935763,0.0001974989,0.00005474074,0.0001931955,0.0001458295,0.9801649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6411566,"threshold_uncertainty_score":0.9993728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373784934756612,"score_gpt":0.2126619920714938,"score_spread":0.1989241427239277,"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."}}