{"id":"W4220946889","doi":"10.3390/su14053037","title":"Agrivoltaics in Ontario Canada: Promise and Policy","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Agriculture; Business; Renewable energy; Revenue; Agricultural economics; Natural resource economics; Greenhouse gas; Electricity; Environmental protection; Economics; Environmental science; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001125449,0.0001588907,0.0002251051,0.00004975774,0.0003361735,0.00001801336,0.000243707,0.00003650411,0.001320501],"category_scores_gemma":[0.0006167949,0.0001611374,0.00003543152,0.0004720284,0.0001976369,0.0001219931,0.0009224506,0.0003966868,8.431218e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04308702,"about_ca_system_score_gemma":0.005381597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997548,"about_ca_topic_score_gemma":0.9994701,"domain_scores_codex":[0.9979086,0.0002551586,0.0003213677,0.0005289776,0.000442469,0.0005434428],"domain_scores_gemma":[0.9992002,0.00006798992,0.00006421608,0.0004599657,0.0000373722,0.0001702917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004267809,0.0001156795,0.9933786,0.00004199665,0.000002208008,0.00006404235,0.001973039,0.001253662,0.00002844495,0.0002211766,0.001940958,0.000937494],"study_design_scores_gemma":[0.0003014171,0.00005104797,0.8400057,7.114396e-7,0.000001924766,0.00001223774,0.003332696,0.0001390527,0.00001084708,0.01460693,0.1413838,0.0001536528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944779,0.00001918714,0.0000031832,0.001652989,0.00006876366,0.0009859969,0.00000819546,0.00002018601,0.002763615],"genre_scores_gemma":[0.9949837,3.739416e-7,0.00001816718,0.0002335661,0.0000118176,0.000268828,0.000003826438,0.00000895809,0.004470765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153373,"threshold_uncertainty_score":0.9995924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004105331712643533,"score_gpt":0.196383491479091,"score_spread":0.1922781597664475,"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."}}