{"id":"W2139330121","doi":"10.1073/pnas.1000726107","title":"Step-by-step growth of epitaxially aligned polythiophene by surface-confined reaction","year":2010,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institut National de la Recherche Scientifique","funders":"","keywords":"Polythiophene; Materials science; Scanning tunneling microscope; Polymerization; Epitaxy; Thiophene; PEDOT:PSS; Nanotechnology; Polymer; Chemical physics; Crystallography; Conductive polymer; Chemistry; Organic chemistry; Layer (electronics); 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":[],"consensus_categories":[],"category_scores_codex":[0.0005208298,0.00009944993,0.0001441242,0.00009715625,0.00009419527,0.00001440574,0.0004384571,0.000122831,0.00003311089],"category_scores_gemma":[0.0002721572,0.00007312863,0.00006449909,0.0005082316,0.0003430975,0.0002452116,0.00003737623,0.0001477282,5.897963e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001358895,"about_ca_system_score_gemma":0.00001883276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003739644,"about_ca_topic_score_gemma":2.982144e-7,"domain_scores_codex":[0.9987158,0.000003467248,0.0002992195,0.0001506781,0.0007074513,0.00012345],"domain_scores_gemma":[0.9994472,0.0000493409,0.0002250952,0.00001083448,0.0002288098,0.00003876901],"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":[0.00000699326,0.00001310879,0.0003994544,0.00004000408,0.00001583014,1.270222e-9,0.0000195464,0.00003417536,0.9780844,0.009970332,0.01124381,0.0001722983],"study_design_scores_gemma":[0.0001540027,0.00002887149,0.00759166,0.00001952747,0.00001169024,0.000003883199,0.00002841788,0.001363105,0.9872286,0.00258775,0.0009016306,0.00008088983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924293,0.0001311819,0.0000263837,0.0007277417,0.00009945272,0.0001299538,0.00004525516,0.00002638806,0.006384368],"genre_scores_gemma":[0.9968687,0.00002769971,0.002899627,0.0000487311,0.00003610523,0.000002864136,6.222593e-7,0.000006833745,0.0001088448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034218,"threshold_uncertainty_score":0.2982099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008584881280144945,"score_gpt":0.2268974857509513,"score_spread":0.2183126044708064,"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."}}