{"id":"W3088348287","doi":"10.1007/978-3-030-54530-7_3","title":"Stranded Assets and the Transition to Low-Carbon Economy","year":2020,"lang":"en","type":"book-chapter","venue":"Palgrave studies in impact finance","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Asset (computer security); Multitude; Context (archaeology); Transition (genetics); Business; Resource (disambiguation); Politics; Political science; Computer science; Computer security; Geography; Chemistry","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"],"consensus_categories":[],"category_scores_codex":[0.0005604104,0.0005285664,0.001525819,0.0002669592,0.0001220718,0.00007604132,0.0002671597,0.0002435441,0.00006394834],"category_scores_gemma":[0.0001319017,0.0004900786,0.0002854672,0.00008365336,0.0003847187,0.00005572103,0.0001489883,0.0004549862,0.0001730387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003399838,"about_ca_system_score_gemma":0.00002405344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001894141,"about_ca_topic_score_gemma":0.0003716539,"domain_scores_codex":[0.9977974,0.00001384311,0.0009799149,0.0007297182,0.0000297742,0.0004493779],"domain_scores_gemma":[0.998716,0.0002439324,0.0004933634,0.0004172767,0.00003026487,0.00009914581],"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":[0.0004452098,0.00001334405,0.0005120079,0.0003609843,0.0004602537,0.00002556682,0.0112479,0.0002110422,6.651204e-7,0.9849461,0.00084796,0.0009289149],"study_design_scores_gemma":[0.002930024,0.0002031403,0.002138392,0.0004255679,0.00004477271,0.00001274506,0.0002374427,0.001226336,0.000006258997,0.9755082,0.01630201,0.0009651287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04028536,0.03854862,0.000114169,0.01397454,0.001114859,0.002347148,0.002293126,0.00007053803,0.9012516],"genre_scores_gemma":[0.963863,0.03124468,0.00007608414,0.00175302,0.0004448946,0.0001279364,0.00004013916,0.00008675957,0.002363551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9235775,"threshold_uncertainty_score":0.9997551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065701071186748,"score_gpt":0.2984808965872162,"score_spread":0.1919107894685414,"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."}}