{"id":"W2022495988","doi":"10.1002/adma.200500461","title":"Light‐Emitting Polythiophenes","year":2005,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":903,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Polyfluorene; Electroluminescence; Thiophene; Polymer; Conjugated system; Light-emitting diode; Nanotechnology; Transistor; Optoelectronics; Organic chemistry; Composite material; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001087114,0.0001196399,0.0001464118,0.00002510757,0.00004238353,0.00003293157,0.00009474486,0.00005232633,0.0003305215],"category_scores_gemma":[0.00002347152,0.0001191521,0.00002003235,0.00006290009,0.000004215837,0.0001396828,0.00001858039,0.0000534923,0.0001678585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006659119,"about_ca_system_score_gemma":0.00001026995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002468102,"about_ca_topic_score_gemma":0.000007836782,"domain_scores_codex":[0.9993264,0.000007235724,0.0001921471,0.0001096021,0.00008993249,0.0002746977],"domain_scores_gemma":[0.9997258,0.00002082028,0.00002417547,0.0001657375,0.0000209084,0.00004259073],"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":[0.000002950088,0.000004093751,0.000002206147,0.00002010176,0.000008407157,9.795876e-7,0.00005516014,0.0008707151,0.9946355,0.0009285298,0.000298124,0.003173228],"study_design_scores_gemma":[0.0001325717,0.00001174238,0.00001132437,0.00001251269,0.000004390066,0.000004865526,0.000006837905,0.00005832802,0.8911182,0.00058216,0.107923,0.0001341583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934747,0.0009563284,0.0001449542,0.0001334445,0.0005782628,0.00009057082,0.00000855607,0.0004283763,0.004184836],"genre_scores_gemma":[0.9970958,0.0003018209,0.001893423,0.00009768111,0.0003765298,0.00001196903,0.00000386629,0.0000457947,0.0001730918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076248,"threshold_uncertainty_score":0.4858884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003839621309571878,"score_gpt":0.1999953560757624,"score_spread":0.1961557347661906,"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."}}