{"id":"W2804321618","doi":"10.3390/molecules23061255","title":"Performance Comparisons of Polymer Semiconductors Synthesized by Direct (Hetero)Arylation Polymerization (DHAP) and Conventional Methods for Organic Thin Film Transistors and Organic Photovoltaics","year":2018,"lang":"en","type":"review","venue":"Molecules","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Conjugated system; Organic semiconductor; Polymer; Polymerization; Organic electronics; Organic solar cell; Semiconductor; Nanotechnology; Photovoltaics; Transistor; Optoelectronics; Photovoltaic system; Composite material; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002894746,0.0004817971,0.001159597,0.0001713308,0.0001213986,0.00003973543,0.0001697684,0.0003680216,0.0001095784],"category_scores_gemma":[0.00004989528,0.000470496,0.0001792362,0.0002987524,0.0001227732,0.00009859721,0.00003258886,0.0002340046,0.000001685166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009103752,"about_ca_system_score_gemma":0.000116217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001377305,"about_ca_topic_score_gemma":0.00001023951,"domain_scores_codex":[0.9983498,0.0001372595,0.00066816,0.0003956684,0.0001383016,0.0003108115],"domain_scores_gemma":[0.9990271,0.0003135081,0.0002643396,0.0002411728,0.00005861996,0.00009520693],"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":[0.00003177354,0.00008635037,0.00004524854,0.02077373,0.001188317,4.870826e-7,0.0004062567,0.00001052079,0.9364313,0.00009407593,0.001998648,0.03893328],"study_design_scores_gemma":[0.0004971211,0.0001945558,0.000005433754,0.001758544,0.001368091,0.00002692438,0.00001812672,0.01700662,0.7963004,0.00002271684,0.1819776,0.0008238537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01056385,0.9790206,0.008977738,0.000004449565,0.0002445623,0.0007050444,0.000317111,0.0001060717,0.00006056757],"genre_scores_gemma":[0.01397255,0.9832441,0.001722819,0.00001177671,0.00005615325,0.00006437318,0.0006099831,0.0001955482,0.000122677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1799789,"threshold_uncertainty_score":0.9997747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764036332755143,"score_gpt":0.2745090600730584,"score_spread":0.2568686967455069,"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."}}