{"id":"W4319982087","doi":"10.3390/su15043228","title":"The Agrivoltaic Potential of Canada","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photovoltaic system; Electricity; Greenhouse gas; Electricity generation; Fossil fuel; Agriculture; Natural resource economics; Quarter (Canadian coin); Solar energy; Environmental science; Environmental economics; Business; Power (physics); Economics; Engineering; Geography; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001669196,0.0001203485,0.0001650695,0.00001527022,0.0004525573,0.00001762406,0.0003995888,0.00004799364,0.0001774029],"category_scores_gemma":[0.001724316,0.00008100236,0.00008393086,0.0006822044,0.0004701767,0.00007845635,0.0003717071,0.0001122389,0.0000121744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002102454,"about_ca_system_score_gemma":0.0009420034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8200057,"about_ca_topic_score_gemma":0.6234429,"domain_scores_codex":[0.9980364,0.0001745947,0.0003549624,0.0003042452,0.0005422582,0.0005875673],"domain_scores_gemma":[0.9987276,0.0002256149,0.00009353027,0.0006886764,0.0001459649,0.0001186178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001112711,0.00009656473,0.8124204,0.000252324,0.00002863607,0.00008705134,0.0007269421,0.006465027,0.001713571,0.001211902,0.1636093,0.013277],"study_design_scores_gemma":[0.0001283106,0.0000279127,0.8795263,0.000001463882,0.000004613164,0.000002343135,0.004002257,0.00108661,0.0004737377,0.03043182,0.08420116,0.0001134936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948422,0.00001934483,0.00003355749,0.001905338,0.0002560019,0.0005524483,0.000007869475,0.00005462041,0.002328605],"genre_scores_gemma":[0.9943956,0.000002912006,0.000004797271,0.00002653016,0.00002425364,0.00005038639,0.000002156771,0.000007819235,0.005485551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1965628,"threshold_uncertainty_score":0.5497844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002449005137549865,"score_gpt":0.1951450008236239,"score_spread":0.192695995686074,"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."}}