{"id":"W4223508664","doi":"10.1016/s2542-5196(22)00063-8","title":"Economics for people and planet—moving beyond the neoclassical paradigm","year":2022,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Medical Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Ecological economics; Externality; Economics; Public economics; Public health; Sustainability; Ecology; Medicine","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":[0.006264432,0.0005345367,0.0008039564,0.001526463,0.002562721,0.007357028,0.001253815,0.00418457,0.00452616],"category_scores_gemma":[0.006975789,0.0002792213,0.0005715501,0.001480574,0.02451194,0.01294503,0.004700718,0.006704711,0.0004913103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009232598,"about_ca_system_score_gemma":0.005953967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005862804,"about_ca_topic_score_gemma":0.003858905,"domain_scores_codex":[0.997229,0.001464635,0.00005780552,0.0002677722,0.0007224088,0.0002582888],"domain_scores_gemma":[0.9964636,0.00226789,0.0002150369,0.0003402778,0.0003642656,0.0003489845],"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":[0.000002943573,0.000005113531,0.0000915262,0.00002854281,0.000004263723,0.00001242894,0.0001409319,0.0004221471,0.00001440891,0.9933031,0.002815792,0.003158657],"study_design_scores_gemma":[0.000002764375,0.00000298789,0.0001332634,0.00005347351,0.000001471649,0.00001087864,0.0001261329,0.00028137,0.000009475821,0.9723483,0.02702663,0.000003294164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01385609,0.08371433,0.04392002,0.6407363,0.003224,0.00005882452,0.0001725299,0.00008348427,0.2142344],"genre_scores_gemma":[0.7890189,0.08309875,0.02292348,0.06232559,0.009395926,0.0002347783,0.0001290228,0.0001531848,0.03272035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009232598,"threshold_uncertainty_score":0.06698745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05424801344658894,"score_gpt":0.2820713003917088,"score_spread":0.2278232869451199,"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."}}