{"id":"W4401883944","doi":"10.1021/acsaelm.4c00859","title":"Green-Solvent-Based Conductive Graphene Ink Prepared via Liquid-Phase Exfoliation of Graphite with Water-Soluble 2,6-Azulene-Based Copolymers as Stabilizers","year":2024,"lang":"en","type":"article","venue":"ACS Applied Electronic Materials","topic":"Graphene research and applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Centre québécois sur les matériaux fonctionnels","keywords":"Materials science; Copolymer; Graphene; Exfoliation joint; Chemical engineering; Conductive ink; Raman spectroscopy; Azulene; Graphite; Solvent; Nanotechnology; Composite material; Sheet resistance; Polymer; Organic chemistry; Chemistry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001049388,0.0004775062,0.0006291262,0.0004723383,0.0002605311,0.000208599,0.0005473258,0.0001823784,0.001537893],"category_scores_gemma":[0.00001437554,0.000365806,0.0001194883,0.000869627,0.0005325194,0.0002645686,0.0000754342,0.0001866387,0.000135142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201799,"about_ca_system_score_gemma":0.0009669283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007632325,"about_ca_topic_score_gemma":0.0001087524,"domain_scores_codex":[0.9959846,0.0001963435,0.0007654028,0.000977127,0.0007617709,0.001314781],"domain_scores_gemma":[0.998357,0.0001347917,0.0002445552,0.0008100022,0.0002131179,0.0002405435],"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":[0.002717576,0.0003298172,0.000002816674,0.0003527169,0.0001091262,0.000005183675,0.0002053961,0.0002809157,0.9789361,0.01686027,0.00007851882,0.000121555],"study_design_scores_gemma":[0.00222717,0.001691354,0.00000456733,0.00007757785,0.0001263554,0.00000521755,0.0001079654,0.00004856775,0.9880096,0.006300138,0.0009643702,0.0004370705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917503,0.0003492879,0.004774499,0.0004425146,0.0001478192,0.001806871,0.0002332955,0.0003590921,0.0001362932],"genre_scores_gemma":[0.9972111,0.00004704647,0.0002034906,0.0001160955,0.00006069153,0.001595689,0.0006089234,0.00009458184,0.00006235543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01056013,"threshold_uncertainty_score":0.9998794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006198564376514,"score_gpt":0.2764675202873656,"score_spread":0.2664055346436005,"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."}}