{"id":"W3126929473","doi":"10.1021/acs.jpcc.0c10063","title":"Eumelanin: From Molecular State to Film","year":2021,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Polymerization; Monomer; Spin coating; Materials science; Chemical engineering; Silicon dioxide; Nanotechnology; Polymer; Thin film; Chemistry; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005818114,0.0001193054,0.00007171192,0.00009435404,0.00009778568,0.0003107702,0.0001471899,0.0001639885,0.001277695],"category_scores_gemma":[0.0001156443,0.00009830242,0.00007492506,0.00007935591,0.0001516917,0.000261286,0.0001234102,0.0003436587,0.0002396398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473961,"about_ca_system_score_gemma":0.00006293791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000189162,"about_ca_topic_score_gemma":0.0002622781,"domain_scores_codex":[0.9999523,0.000005267571,0.000002136124,0.00001214312,0.00001815388,0.000009975018],"domain_scores_gemma":[0.9999585,0.000009199804,0.00001082962,0.000005679409,0.000008843604,0.00000690839],"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":[0.00001497314,0.000004626948,0.0001286828,0.00001534021,0.000001805824,0.00001728261,0.00001219286,0.00002323934,0.9983375,0.0001178028,0.00002928153,0.001297206],"study_design_scores_gemma":[0.000002196251,0.00005252311,0.001548944,0.000002974445,0.000003893867,0.00005585913,0.00001345731,0.0003267739,0.9961644,0.00004713905,0.001780097,0.000001745028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889509,0.001473755,0.003609875,0.0001588224,0.0000387799,0.00001241734,0.0001235961,0.0001119647,0.005519787],"genre_scores_gemma":[0.9942458,0.0009435978,0.001959787,0.00006753172,0.00001089927,0.000007127961,0.0001486943,0.0000268396,0.002589559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001277695,"threshold_uncertainty_score":0.004274309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005290673636256182,"score_gpt":0.2448153289567533,"score_spread":0.2395246553204971,"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."}}