{"id":"W4404400651","doi":"10.2139/ssrn.5022460","title":"Impacts of Type of Partial Transparency on Strawberry Agrivoltaics Uniform Illumination Thin Film Cadmium-Telluride and Non-Uniform Crystalline Silicon Solar Photovoltaic Modules","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Photovoltaic system; Cadmium telluride photovoltaics; Transparency (behavior); Materials science; Silicon; Optoelectronics; Thin film; Crystalline silicon; Engineering physics; Optics; Electrical engineering; Nanotechnology; Computer science; Engineering; Physics","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":[0.0001841036,0.0001862576,0.0002159029,0.0001853254,0.0003406878,0.0006100688,0.0002502614,0.0003482336,0.003274089],"category_scores_gemma":[0.0003437161,0.0001334849,0.0003236169,0.0002028763,0.0001871746,0.0002436139,0.0002688743,0.0002663702,0.000197011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006157057,"about_ca_system_score_gemma":0.0002845768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004261186,"about_ca_topic_score_gemma":0.007068389,"domain_scores_codex":[0.9998252,0.00002259573,0.000008283556,0.00004018773,0.0000567566,0.00004713241],"domain_scores_gemma":[0.9995649,0.0001765869,0.00006769963,0.00002665505,0.0001145797,0.00004944016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001913631,0.00008013124,0.01070968,0.0001142445,0.0000514322,0.0002217958,0.00009700061,0.001395604,0.9813544,0.0001333663,0.0001305322,0.003798224],"study_design_scores_gemma":[0.00002460005,0.001122506,0.08741353,0.000009870127,0.0001135081,0.0001024312,0.0002859934,0.002585595,0.9074817,0.00006045026,0.0007864612,0.00001344193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991955,0.00005374045,0.0001483495,0.00001200014,0.000004113629,0.000003104111,0.0001029585,0.00001618235,0.0004639625],"genre_scores_gemma":[0.9989655,0.00004251773,0.0001138094,0.00001402699,9.223767e-7,0.000002233264,0.0000772487,0.000009769672,0.0007739806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004261186,"threshold_uncertainty_score":0.01095289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0093169592072329,"score_gpt":0.2438590149986273,"score_spread":0.2345420557913944,"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."}}