{"id":"W2118222716","doi":"10.37099/mtu.dc.etds/837","title":"THE EFFECT OF ANNEALING ON AMORPHOUS SILICON BASED SOLAR PHOTOVOLTAIC THERMAL SYSTEM (PV/T) AND APPROPRIATE GLOBAL DISPATCH STRATEGIES","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Michigan Technological University","keywords":"Photovoltaic system; Annealing (glass); Materials science; Amorphous silicon; Thermal; Electric potential energy; Silicon; Amorphous solid; Engineering physics; Optoelectronics; Crystalline silicon; Electrical engineering; Thermodynamics; Power (physics); Engineering; Composite material; Chemistry; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000234819,0.0002836623,0.0003221268,0.0001325449,0.0002299619,0.0003792289,0.0002063107,0.0002297712,0.001051173],"category_scores_gemma":[0.0005182308,0.0001609512,0.0003008813,0.0002169988,0.0001753235,0.0003142644,0.0001340415,0.0002282711,0.0001273591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000505463,"about_ca_system_score_gemma":0.0002690415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004166541,"about_ca_topic_score_gemma":0.007342007,"domain_scores_codex":[0.9998989,0.00002430435,0.000006169695,0.0000208703,0.0000237212,0.0000259318],"domain_scores_gemma":[0.9998394,0.00008138595,0.00002814083,0.00001473099,0.00002890961,0.000007393147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004727673,0.0001239982,0.004665578,0.0001410779,0.00004668304,0.0001570711,0.0001026525,0.874593,0.09683933,0.001020437,0.0002664697,0.021571],"study_design_scores_gemma":[0.00003645657,0.001920646,0.01329335,0.00001889205,0.0001350593,0.00008074586,0.0002913307,0.8063176,0.1758696,0.0005051407,0.001499733,0.00003143355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9923689,0.0002163951,0.00414783,0.0000314389,0.000008069658,0.00001619135,0.0000617388,0.00004058978,0.00310874],"genre_scores_gemma":[0.998804,0.00006194101,0.0008409869,0.000002962003,6.790372e-7,0.000003147745,0.00001634887,0.000005334785,0.000264655],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004166541,"threshold_uncertainty_score":0.008284569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005059403579488651,"score_gpt":0.2253699683921377,"score_spread":0.220310564812649,"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."}}