{"id":"W2050830883","doi":"10.1021/la053025q","title":"Self-Assembly of Poly(9,9‘-dihexylfluorene) to Form Highly Ordered Isoporous Films via Blending","year":2006,"lang":"en","type":"article","venue":"Langmuir","topic":"Supramolecular Self-Assembly in Materials","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Polyfluorene; Chemistry; Chemical engineering; Crystallography; Nanotechnology; Polymer chemistry; Polymer science; Electroluminescence; Layer (electronics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005632167,0.0003572651,0.0005743751,0.0002289563,0.0001651476,0.000151624,0.0006833616,0.0001910296,0.0004305651],"category_scores_gemma":[0.00005044997,0.0003345689,0.0001268745,0.0004603262,0.00004257623,0.0002745031,0.0002471808,0.00008316799,0.0008223013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101272,"about_ca_system_score_gemma":0.00007211151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509636,"about_ca_topic_score_gemma":0.0001411031,"domain_scores_codex":[0.997223,0.0001362677,0.0007279366,0.0005684912,0.0005858919,0.0007584791],"domain_scores_gemma":[0.9986482,0.000101612,0.0003074503,0.000652729,0.000155649,0.000134384],"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":[0.0000487531,0.0001535924,0.0004972824,0.0001131919,0.00001864738,0.00004345722,0.0003428863,0.00002575379,0.9929995,0.002147996,0.003297245,0.0003116831],"study_design_scores_gemma":[0.0005489467,0.0001549599,0.00360151,0.00003722635,0.00004883976,0.00003996534,0.00009735955,0.0001009958,0.9897209,0.0007088952,0.004522454,0.0004179683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907334,0.0002483363,0.002978233,0.0002729022,0.0009582508,0.000462599,0.00007687201,0.0005296281,0.003739796],"genre_scores_gemma":[0.955487,0.000004464551,0.04357552,0.0002332548,0.000278015,0.00006484271,0.00004838077,0.00007925439,0.0002293239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04059729,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007025424708785763,"score_gpt":0.2324436046357509,"score_spread":0.2254181799269651,"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."}}