{"id":"W4365453883","doi":"10.3390/en16083412","title":"Critical Review on Community-Shared Solar—Advantages, Challenges, and Future Directions","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Maturity (psychological); Position (finance); Production (economics); Electricity; Environmental economics; Politics; Business; Political science; Industrial organization; Public relations; Environmental resource management; Economics; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007675842,0.0001342175,0.0002391726,0.00008879423,0.001548315,0.00007820201,0.0002645638,0.0001226799,0.0001959313],"category_scores_gemma":[0.00112739,0.0001308817,0.00006951438,0.0004614462,0.0003268261,0.0002981071,0.00009791477,0.000279864,0.0000569003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006500573,"about_ca_system_score_gemma":0.00006195869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801542,"about_ca_topic_score_gemma":0.00972956,"domain_scores_codex":[0.9982634,0.0007027343,0.0001437225,0.0001917093,0.0003401509,0.000358286],"domain_scores_gemma":[0.9986784,0.0008118242,0.00003838213,0.0002550493,0.00009034412,0.0001259879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007538131,0.00007733214,0.00005479365,0.0003164361,0.00003286541,0.00001689801,0.01449553,0.00001975049,0.00003481554,0.2885298,0.04294441,0.6534698],"study_design_scores_gemma":[0.00007313048,0.00003224999,0.002181699,0.0003230608,0.00001689044,8.124437e-7,0.04301379,0.00000181727,0.00002197932,0.00522449,0.9489504,0.0001597093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04818948,0.5486074,0.000001928014,0.1132458,0.003703398,0.0003501941,0.00004278008,0.002063361,0.2837956],"genre_scores_gemma":[0.04593629,0.9482725,0.0001629165,0.0009444951,0.001537436,0.00008558382,0.00002512055,0.000025164,0.003010553],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.906006,"threshold_uncertainty_score":0.9997515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06024546050932211,"score_gpt":0.3513873372213441,"score_spread":0.291141876712022,"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."}}