{"id":"W4366315177","doi":"10.1007/978-3-031-25962-3_53","title":"Report “Overcoming the Limits” and New Solutions to Global Problems","year":2023,"lang":"en","type":"book-chapter","venue":"Springer proceedings in earth and environmental sciences","topic":"Ukraine: War, Education, Health","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); State (computer science); Management science; Operations research; Computer science; Political science; Engineering ethics; Risk analysis (engineering); Mathematics; Engineering; Geography; Business; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00139327,0.0009166189,0.0004196857,0.001016678,0.001162576,0.003874454,0.001073953,0.002443007,0.04511665],"category_scores_gemma":[0.001501534,0.0002274468,0.0005827686,0.001441549,0.0008990291,0.004617013,0.002109881,0.003353954,0.0161054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937582,"about_ca_system_score_gemma":0.004882381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006834654,"about_ca_topic_score_gemma":0.008167934,"domain_scores_codex":[0.999213,0.0001517358,0.00003730578,0.00007354353,0.0003935738,0.000130894],"domain_scores_gemma":[0.9995159,0.000134248,0.00003115517,0.00005179113,0.0001869292,0.00008002091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001243745,0.0000188122,0.00004271886,0.0001603444,0.000003978749,0.00002479566,0.0001928288,0.0001034349,0.0002195594,0.04225006,0.9281263,0.02884471],"study_design_scores_gemma":[0.000001601708,0.000005500281,0.00008486845,0.0000558656,0.000001902676,0.00001998754,0.00006941634,0.00002284898,0.00007206252,0.002175065,0.9974891,0.00000174845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001724713,0.08468524,0.002720259,0.07083882,0.06404549,0.0001656707,0.0009629482,0.0003660286,0.7744908],"genre_scores_gemma":[0.007104795,0.03056151,0.00134866,0.01209957,0.007873781,0.0001285256,0.0008157077,0.0002354338,0.939832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04511665,"threshold_uncertainty_score":0.1509302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03932260667408746,"score_gpt":0.2512745634119621,"score_spread":0.2119519567378746,"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."}}