{"id":"W4307106917","doi":"10.1007/s44173-022-00007-x","title":"Do agrivoltaics improve public support for solar? A survey on perceptions, preferences, and priorities","year":2022,"lang":"en","type":"article","venue":"Green Technology Resilience and Sustainability","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"U.S. Department of Energy","keywords":"Software deployment; Production (economics); Business; Environmental economics; Agriculture; Photovoltaic system; Agricultural productivity; Solar energy; Environmental resource management; Environmental planning; Marketing; Engineering; Economics; Geography","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":[0.002177096,0.0001077754,0.0001608934,0.0007048653,0.000744996,0.001045177,0.0002227232,0.0004833687,0.003429239],"category_scores_gemma":[0.005380388,0.0001775742,0.0002749594,0.0006585079,0.000522292,0.0008633285,0.0009376121,0.0007233236,0.000335214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000641568,"about_ca_system_score_gemma":0.0007560689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006930334,"about_ca_topic_score_gemma":0.01106903,"domain_scores_codex":[0.9986672,0.0005929291,0.00009620221,0.00006812734,0.0002583565,0.0003171258],"domain_scores_gemma":[0.9941256,0.001449682,0.00226402,0.0001334257,0.0007569871,0.001270191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006927682,0.0002972227,0.962869,0.00006978049,0.00003373762,0.0002131041,0.01878793,0.00009223885,0.0006104298,0.0002495815,0.001019391,0.01568831],"study_design_scores_gemma":[0.000008452504,0.0002915869,0.8786454,0.00006648733,0.00001380908,0.0001681051,0.1162475,0.0003482755,0.0001862444,0.0001258687,0.003879228,0.00001898609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984336,0.00003446281,0.00002792832,0.0003876214,0.000003630397,0.000007046928,0.00004272901,0.000001288983,0.001061523],"genre_scores_gemma":[0.9995543,0.00007112954,0.0000360302,0.00008576416,0.000003472869,0.000006480871,0.00002716833,7.503633e-7,0.0002150099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006930334,"threshold_uncertainty_score":0.01377994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812795533135674,"score_gpt":0.2992497433784,"score_spread":0.2811217880470433,"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."}}