{"id":"W2795540967","doi":"10.11159/icnnfc18.146","title":"Efficient Chemometric Approach Supporting the Design of FullereneDerivatives for Solar Cells","year":2018,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Recent Advances in Nanotechnology","topic":"Fullerene Chemistry and Applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fullerene; Computer science; Materials science; Nanotechnology; Chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006073881,0.0004905821,0.000647976,0.0005650161,0.0003497275,0.00138976,0.0009095056,0.0009334094,0.001612006],"category_scores_gemma":[0.001212501,0.0003892244,0.0004296794,0.0007201442,0.0003224448,0.0008477071,0.0008898532,0.0009505094,0.0004132499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645627,"about_ca_system_score_gemma":0.0004735217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004039892,"about_ca_topic_score_gemma":0.0009811098,"domain_scores_codex":[0.9996789,0.00004919448,0.00001821688,0.00006340905,0.0001666254,0.0000236812],"domain_scores_gemma":[0.9998193,0.00005804444,0.00002946954,0.00002091067,0.00006383008,0.000008406551],"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":[0.0001819954,0.0002673897,0.0007189311,0.0003469181,0.00007992215,0.0001040628,0.0000691534,0.08559249,0.7338065,0.02096925,0.001741552,0.1561218],"study_design_scores_gemma":[0.00002186473,0.0001782502,0.0003589648,0.00001411034,0.00002426276,0.00005203912,0.00002211736,0.6647482,0.3249728,0.004436018,0.00513996,0.00003146048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1400549,0.001650908,0.8485164,0.0005180546,0.0001252318,0.0002214107,0.000413191,0.0007813633,0.00771863],"genre_scores_gemma":[0.6364945,0.001236309,0.3582102,0.0001435664,0.00004837048,0.0002423261,0.000408885,0.00007413104,0.003141802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001612006,"threshold_uncertainty_score":0.00539273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018062813669906,"score_gpt":0.2742620677649265,"score_spread":0.2561992540950205,"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."}}