{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001240854,0.0001910412,0.0002634228,0.00004725582,0.0002502097,0.00005311431,0.0005672979,0.0001285423,0.0004623997],"category_scores_gemma":[0.001000207,0.0002037176,0.0001503768,0.0004704531,0.000218746,0.00006932086,0.0004040906,0.0001949472,0.00004576815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004351146,"about_ca_system_score_gemma":0.00006704858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006965816,"about_ca_topic_score_gemma":0.00004947123,"domain_scores_codex":[0.998464,0.0002125849,0.000378295,0.0003883071,0.0002501155,0.0003067011],"domain_scores_gemma":[0.9969869,0.001036946,0.0002361747,0.0009206905,0.0007161091,0.0001031453],"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":[0.00001391896,0.0001712668,0.004283743,0.0003296839,0.00008646152,0.000006238447,0.004081612,0.000005388305,0.9763856,0.004010389,0.003570876,0.007054833],"study_design_scores_gemma":[0.0003628132,8.258879e-8,0.0003483677,0.0004639904,0.00002043031,0.000006812896,0.0004421673,0.001013694,0.967318,0.0003602816,0.02947286,0.0001904707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.685325,0.0002893035,0.0003934883,0.002120961,0.00003225176,0.00004014614,0.00004179769,0.000262479,0.3114946],"genre_scores_gemma":[0.9335312,0.0001889745,0.002011859,0.0000166296,0.00002228962,0.00002553477,0.0001947435,0.00002220193,0.06398663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2482061,"threshold_uncertainty_score":0.8307365,"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."}}