{"id":"W4289782868","doi":"","title":"Substrate engineering for solar cell applications","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Solar cell; Substrate (aquarium); Materials science; Computer science; Optoelectronics; Geology","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":[0.0001785191,0.0004442463,0.0003828512,0.0003372649,0.0003204776,0.0015804,0.0003177071,0.0005564436,0.00947128],"category_scores_gemma":[0.0002268127,0.000208445,0.000262527,0.0004999588,0.0001877983,0.0006900418,0.000549358,0.0006026548,0.003656497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004049309,"about_ca_system_score_gemma":0.0002892839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004657249,"about_ca_topic_score_gemma":0.0009231705,"domain_scores_codex":[0.9998479,0.00001216844,0.000006900265,0.00002809918,0.0000842962,0.00002065153],"domain_scores_gemma":[0.9998966,0.00001459538,0.000009160592,0.00001325721,0.00005537937,0.00001087843],"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":[0.00008262253,0.00007583987,0.0008560693,0.00125802,0.00004585787,0.0004694283,0.0001311895,0.004481391,0.8282024,0.02082265,0.01046713,0.1331074],"study_design_scores_gemma":[0.00002901051,0.0002836147,0.003344642,0.0002078943,0.00006575447,0.0009219049,0.0003600216,0.01983464,0.6635634,0.01079465,0.3005604,0.00003404514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4016013,0.1116999,0.1151065,0.004257309,0.003839976,0.0002285809,0.001327057,0.001318025,0.3606215],"genre_scores_gemma":[0.7571803,0.05918935,0.04253246,0.0004230044,0.0006026122,0.00009458129,0.001036318,0.0004907732,0.1384506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00947128,"threshold_uncertainty_score":0.03168452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148387472106902,"score_gpt":0.2017725407469924,"score_spread":0.1902886660259234,"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."}}