{"id":"W4379966494","doi":"10.1039/d3sc01088k","title":"Lanthanide molecular cluster-aggregates as the next generation of optical materials","year":2023,"lang":"en","type":"review","venue":"Chemical Science","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Lanthanide; Cluster (spacecraft); Perspective (graphical); Nanotechnology; Luminescence; Materials science; Computer science; Chemistry; Optoelectronics; Organic chemistry; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001307465,0.0002838914,0.0008649461,0.00009280006,0.0001670372,0.0003294115,0.001336285,0.000147449,0.0003797607],"category_scores_gemma":[0.0004868075,0.0001598159,0.0001990451,0.0008030585,0.001149111,0.0002439827,0.0003669437,0.0001457978,0.0009228074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005450715,"about_ca_system_score_gemma":0.0003058459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004668914,"about_ca_topic_score_gemma":0.00000166446,"domain_scores_codex":[0.997371,0.0001300957,0.0006804239,0.0006071535,0.0007735509,0.0004378274],"domain_scores_gemma":[0.9986468,0.0002805682,0.0002878227,0.0005326066,0.0001189958,0.0001331895],"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":[0.000002446603,0.00001648795,1.646879e-8,0.001156362,0.000007169834,0.000009366153,0.00002233806,8.620125e-7,0.9865509,0.003516463,0.00004148712,0.008676059],"study_design_scores_gemma":[0.00005393614,0.00002422636,1.228222e-7,0.001416364,0.0001526085,0.00006508144,0.000007988836,0.0000133654,0.9812571,0.00083423,0.01595828,0.0002167025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1013521,0.8951039,0.0001808217,0.0002065766,0.001119216,0.001021762,0.0001660691,0.0001702754,0.0006792533],"genre_scores_gemma":[0.02221125,0.9754989,0.001284404,0.0001881987,0.0004278576,0.000130234,0.0001112016,0.00005526521,0.00009265788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08039502,"threshold_uncertainty_score":0.9998551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1434613960076482,"score_gpt":0.3469758415615671,"score_spread":0.203514445553919,"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."}}