{"id":"W4385741274","doi":"10.3390/philosophies8040073","title":"A Solarpunk Manifesto: Turning Imaginary into Reality","year":2023,"lang":"en","type":"article","venue":"Philosophies","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs","funders":"","keywords":"Dystopia; Humanity; The Imaginary; Sociology; Manifesto; Sustainability; Environmental ethics; Harmony (color); Utopia; Postmodernism; Aesthetics; Social science; Law; Political science; Epistemology; Ecology; Psychoanalysis; Philosophy; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002123695,0.0001882347,0.0002020918,0.0002358361,0.000700135,0.0001696941,0.0001572446,0.00004520105,0.000716922],"category_scores_gemma":[0.00004358494,0.0001706812,0.0001144636,0.0001202912,0.0002453029,0.0004287914,0.00008340625,0.0001870268,0.001033661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004756734,"about_ca_system_score_gemma":0.00001871161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004148782,"about_ca_topic_score_gemma":0.0002660417,"domain_scores_codex":[0.9988887,0.00006770053,0.0002400028,0.0002922228,0.0002295223,0.0002818232],"domain_scores_gemma":[0.999428,0.00006147946,0.00008122549,0.0002608714,0.0001005631,0.00006780004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001673592,0.00002851638,0.0004204442,0.00005825254,0.00003075702,0.00003989128,0.01703353,0.000011844,0.0002072831,0.978811,0.002825543,0.0005161522],"study_design_scores_gemma":[0.0002101036,0.00006995281,0.004664564,0.00004171008,0.00002357543,0.000007718609,0.0003481716,0.0003756233,0.0000829273,0.3983116,0.5956151,0.0002489169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3952227,0.0001060528,0.00009286533,0.02248334,0.002172299,0.0003192137,0.00004861583,0.001410512,0.5781444],"genre_scores_gemma":[0.8712153,0.0000647082,0.00006172906,0.0002995698,0.003240879,0.00003064434,0.00009840073,0.00003316778,0.1249556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5927895,"threshold_uncertainty_score":0.9997442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07799131763591244,"score_gpt":0.2878516494840394,"score_spread":0.2098603318481269,"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."}}