{"id":"W4366824310","doi":"10.1080/10455752.2023.2203529","title":"Changing Minds for a Changing Climate? On the Limits of How-To Projects for Saving the World","year":2023,"lang":"en","type":"article","venue":"Capitalism Nature Socialism","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; Environmental ethics; Political science; Environmental resource management; Aesthetics; Psychology; Sociology; Economics; Ecology; Art; Philosophy","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":[0.00480868,0.0002914231,0.0004114014,0.0005028968,0.005544843,0.01012665,0.0008448698,0.004307269,0.01795436],"category_scores_gemma":[0.0127035,0.000213658,0.0002584237,0.0005282344,0.02250369,0.01910911,0.005382334,0.00875928,0.002692348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003689059,"about_ca_system_score_gemma":0.004674321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008120917,"about_ca_topic_score_gemma":0.01131392,"domain_scores_codex":[0.9973783,0.001572818,0.00004332667,0.0001764737,0.0004101676,0.0004189642],"domain_scores_gemma":[0.9940628,0.003814722,0.0002414751,0.0003214215,0.0007075249,0.0008519214],"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":[0.00002971017,0.00002816967,0.0003987541,0.0001397953,0.000009106206,0.00006959743,0.008956192,0.0002090504,0.0002278376,0.7923937,0.16904,0.02849816],"study_design_scores_gemma":[0.000008511151,0.00001184581,0.0006622303,0.0004560262,0.000005483047,0.00004950061,0.01156097,0.0001289598,0.0001502931,0.4409813,0.5459675,0.00001742927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004545012,0.01797054,0.001648072,0.6586966,0.002661368,0.00001650639,0.00006106988,0.00004511832,0.3143556],"genre_scores_gemma":[0.5711017,0.04919283,0.003545314,0.2467906,0.003742473,0.0002375946,0.0001235568,0.0002982282,0.1249677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01795436,"threshold_uncertainty_score":0.0600633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176468073444635,"score_gpt":0.2755979425378268,"score_spread":0.2538332618033804,"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."}}