{"id":"W4413903014","doi":"10.1093/isle/isaf067","title":"Solar-Powered Community Art Workshops for Energy Justice: New Directions for the Public Humanities","year":2025,"lang":"en","type":"article","venue":"ISLE Interdisciplinary Studies in Literature and Environment","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Humanities; Sociology; Political science; Energy (signal processing); Art; Law; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0189731,0.0004874864,0.0003854706,0.001931703,0.02055975,0.01642738,0.002834715,0.00485301,0.03497147],"category_scores_gemma":[0.01406175,0.0002934433,0.0005370468,0.001663505,0.02539824,0.01035295,0.01183998,0.004636326,0.001190278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0161068,"about_ca_system_score_gemma":0.06156404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1006586,"about_ca_topic_score_gemma":0.2620004,"domain_scores_codex":[0.991381,0.005749553,0.0001124327,0.0002327406,0.001068364,0.001455968],"domain_scores_gemma":[0.9762201,0.0144338,0.0005865525,0.001780046,0.002152907,0.0048265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001182275,0.0006573843,0.002861838,0.0009503724,0.0000165809,0.0005095296,0.2556845,0.0004197689,0.001247112,0.3481416,0.07730135,0.3120917],"study_design_scores_gemma":[0.00005036814,0.00009497986,0.003587418,0.001398173,0.00001536695,0.0001515039,0.4596748,0.000485777,0.0006939375,0.07457116,0.4592309,0.00004561209],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1030965,0.01149929,0.0175106,0.4789797,0.003066427,0.0006837193,0.0001554258,0.0005693847,0.3844388],"genre_scores_gemma":[0.9219153,0.006101725,0.01874883,0.01396112,0.0006890537,0.0005788003,0.0000693945,0.0001456568,0.03779005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1006586,"threshold_uncertainty_score":0.2001454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739276400453195,"score_gpt":0.3020610536329419,"score_spread":0.2546682896284099,"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."}}