{"id":"W2277142143","doi":"","title":"Large Area Fabrication of Polymer Solar Cells","year":2012,"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":"Queen's University","funders":"","keywords":"Fabrication; Materials science; Polymer; Optoelectronics; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001889268,0.0002996406,0.0003720363,0.0002438604,0.0001007409,0.00008865294,0.0009708137,0.0004708174,0.000219783],"category_scores_gemma":[0.0003132444,0.0003306463,0.0001891771,0.00028707,0.0001284203,0.0001056375,0.0007405345,0.0006324132,0.00005959209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008015325,"about_ca_system_score_gemma":0.00005579853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001552467,"about_ca_topic_score_gemma":0.0001440842,"domain_scores_codex":[0.9977923,0.0007460105,0.0004638059,0.0003574027,0.0002642689,0.0003761908],"domain_scores_gemma":[0.9967279,0.0003718486,0.0002474166,0.001942429,0.0006049864,0.0001053678],"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":[0.00002158857,0.002542504,0.02318974,0.002826533,0.0009105699,0.000007423324,0.04810155,0.001217614,0.6294382,0.1033816,0.01516855,0.1731942],"study_design_scores_gemma":[0.0002164401,1.235789e-7,0.001854153,0.0004410671,0.0000438042,0.000001509079,0.0001954976,0.01917524,0.967015,0.0005795986,0.01011742,0.0003601362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5533672,0.01078968,0.3465579,0.001028872,0.0009620039,0.0006358174,0.0002066835,0.001905951,0.08454593],"genre_scores_gemma":[0.990788,0.00176364,0.005322577,0.00001875421,0.00001824362,0.00004649337,0.0002400474,0.00005962962,0.001742656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374208,"threshold_uncertainty_score":0.9999146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343066438114615,"score_gpt":0.2049136699492111,"score_spread":0.1914830055680649,"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."}}