{"id":"W4399819152","doi":"10.1007/978-3-031-59733-6_6","title":"Case Studies of Sustainable Energy Adoption","year":2024,"lang":"en","type":"book-chapter","venue":"˜The œSpringer series in sustainable energy policy","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Sustainable energy; Business; Engineering; Renewable energy; Electrical engineering","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001428305,0.0008945708,0.001337624,0.00156972,0.001396289,0.000314311,0.001173491,0.0008928819,0.0002052911],"category_scores_gemma":[0.0004601018,0.0008346401,0.0005053238,0.001404088,0.002714484,0.0008678776,0.001363132,0.0006006113,0.000009873501],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004196051,"about_ca_system_score_gemma":0.002880656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2125269,"about_ca_topic_score_gemma":0.1390134,"domain_scores_codex":[0.9946404,0.0002044819,0.001103104,0.0009716931,0.001048924,0.002031382],"domain_scores_gemma":[0.9960393,0.0004728958,0.0007874267,0.001046357,0.001407922,0.0002461186],"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":[0.00008950151,0.00003364584,0.000005080231,0.0004751366,0.0003506263,0.009660877,0.007931913,0.001094259,0.000004950407,0.9697598,0.003591877,0.00700238],"study_design_scores_gemma":[0.0001304188,0.00006446206,9.436858e-7,0.0001035163,0.00007982815,0.00008169997,0.1298439,0.000003915427,0.00004306541,0.340795,0.5284038,0.0004494791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001624027,0.0216486,0.00007087369,0.001643987,0.00103694,0.0004333458,0.00001717723,0.0003513892,0.9731737],"genre_scores_gemma":[0.1964728,0.01410407,0.00004663192,0.0002616356,0.002691517,0.0002516761,0.00001118749,0.0002007153,0.7859598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6289648,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934930692842145,"score_gpt":0.2941191269553913,"score_spread":0.2747698200269699,"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."}}