{"id":"W3090882979","doi":"10.1038/s41578-020-00233-4","title":"Functional nanoparticles through π-conjugated polymer self-assembly","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Materials","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":332,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Nanotechnology; Conjugated system; Materials science; Nanoparticle; Nanomaterials; Polymer; Photocatalysis; Chemistry; Catalysis; Organic 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008007212,0.0008355006,0.003477436,0.00007380947,0.0002833644,0.0003722272,0.0007368126,0.0008875243,0.00368618],"category_scores_gemma":[0.0001747048,0.0005880315,0.0005981035,0.0006103545,0.00007613533,0.000263405,0.0002620132,0.0005645133,0.008201662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200262,"about_ca_system_score_gemma":0.0003319001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001721239,"about_ca_topic_score_gemma":0.000001650907,"domain_scores_codex":[0.9954302,0.000759505,0.001756372,0.001100929,0.0003922481,0.0005607019],"domain_scores_gemma":[0.997335,0.0001809644,0.001342152,0.0008786625,0.00008081878,0.0001823601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009625996,0.0001227639,5.661906e-8,0.01611255,0.0001174526,0.00001538073,0.00008057008,1.612675e-8,0.6208536,0.002935238,0.03853733,0.3212154],"study_design_scores_gemma":[0.00009137578,0.00001904843,1.451967e-7,0.003459352,0.0007982461,0.00006997985,0.000003088832,2.592673e-8,0.1979845,0.00004617387,0.7970447,0.0004833067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002986911,0.9936863,0.000008228215,0.0003156844,0.002723744,0.001868169,0.0003740532,0.0004077242,0.0003173743],"genre_scores_gemma":[0.00004530579,0.9951508,0.0008585009,0.0005784491,0.001594991,0.000880032,0.0003247312,0.0001181138,0.0004490456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7585074,"threshold_uncertainty_score":0.9996571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06140504964334603,"score_gpt":0.3446238628542712,"score_spread":0.2832188132109252,"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."}}