{"id":"W4319071092","doi":"10.3197/jps.63799953906865","title":"Overshoot","year":2023,"lang":"en","type":"article","venue":"The Journal of Population and Sustainability","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overshoot (microwave communication); Thriving; Population; Homo sapiens; Natural resource economics; Economics; Global warming; Development economics; Business; Climate change; Political science; Environmental ethics; Neoclassical economics; Ecology; Geography; Computer science; Sociology; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273479,0.0007408533,0.000556447,0.001327051,0.003833226,0.0102118,0.001800934,0.00287865,0.204929],"category_scores_gemma":[0.00870421,0.0003553604,0.0006105845,0.00149589,0.003180501,0.007636763,0.007664467,0.003508693,0.08503684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00316905,"about_ca_system_score_gemma":0.004310241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004666978,"about_ca_topic_score_gemma":0.005696179,"domain_scores_codex":[0.996531,0.0006523026,0.0001657044,0.0007063628,0.001386251,0.0005584225],"domain_scores_gemma":[0.9957696,0.0007171478,0.0002279617,0.000985863,0.00141781,0.0008816742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000147904,0.00005978734,0.001847297,0.0002848716,0.00001780553,0.0004371439,0.00351114,0.0002320299,0.001161829,0.2556923,0.5451742,0.1914336],"study_design_scores_gemma":[0.000003431345,0.00001318651,0.0003488692,0.00007202066,0.000002928608,0.000154623,0.0005005183,0.00005269993,0.0001702887,0.009367662,0.9893073,0.000006484518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008114785,0.003337265,0.01178661,0.03128139,0.005318211,0.0001396876,0.001112457,0.002090191,0.9368193],"genre_scores_gemma":[0.07891292,0.003093117,0.005839312,0.01903757,0.001105589,0.0001378079,0.001753002,0.00143279,0.8886879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.204929,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696009786753356,"score_gpt":0.3106832998322986,"score_spread":0.293723201964765,"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."}}