{"id":"W6989123216","doi":"","title":"alchemy of color: enlightening nanoworlds","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Los Angeles; Kwame Nkrumah University of Science and Technology; Univerza v Ljubljani; Fondation Daniel et Nina Carasso; Universidade de Lisboa; Humboldt-Universität zu Berlin; York University; Royal College of Art; Universidad de Buenos Aires; Université du Québec à Montréal; Concordia University; Universidad Nacional Autónoma de México; Universidade de Brasília; Universiteit Maastricht; Universidad Complutense de Madrid; University of Toronto; Malmö Högskola; University of Victoria; University of Toronto Mississauga; City University of Hong Kong","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003405013,0.0003812827,0.0001987818,0.000262481,0.0003863504,0.0009820177,0.000519169,0.0006375117,0.007468197],"category_scores_gemma":[0.0005003767,0.0001902455,0.0002866613,0.0002100152,0.0007521259,0.001431793,0.000785998,0.001467182,0.001699016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006594097,"about_ca_system_score_gemma":0.0002922654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000879119,"about_ca_topic_score_gemma":0.001394777,"domain_scores_codex":[0.9997541,0.00002584877,0.000004253764,0.00004564109,0.0001189688,0.00005118422],"domain_scores_gemma":[0.9998209,0.00005493979,0.00001502088,0.00002237869,0.00005718111,0.00002963316],"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":[0.0002493908,0.0001331926,0.0003074976,0.000581187,0.00003114972,0.0002811064,0.0006871731,0.001736965,0.6871877,0.1609498,0.02255129,0.1253036],"study_design_scores_gemma":[0.00003829576,0.0003312539,0.0002892024,0.00005805656,0.00002232669,0.0003206954,0.0002034521,0.004750945,0.6237929,0.02201797,0.3481306,0.00004425986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2682012,0.06223512,0.3054505,0.01177477,0.006640413,0.0002802225,0.0005791931,0.002687305,0.3421512],"genre_scores_gemma":[0.7737671,0.02953813,0.05942051,0.003124533,0.0006516327,0.0001240429,0.0002528311,0.0007295727,0.1323916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007468197,"threshold_uncertainty_score":0.02498358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289236626053272,"score_gpt":0.2235277727480023,"score_spread":0.2106354064874695,"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."}}