{"id":"W2290124070","doi":"10.1021/acs.langmuir.5b01965","title":"Quantitative Metrics for Assessing Positional and Orientational Order in Colloidal Crystals","year":2015,"lang":"en","type":"article","venue":"Langmuir","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Colloidal crystal; Crystallite; Colloid; Order (exchange); Nanotechnology; Materials science; Chemical physics; Chemistry; Crystallography; Physical chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001081154,0.00005300834,0.00007899199,0.00004950327,0.00006231701,0.00004945446,0.00003315294,0.00001500054,0.00003210584],"category_scores_gemma":[0.00001227626,0.00005091575,0.00001700411,0.0002249837,0.0000232187,0.0001130756,0.00001609198,0.00003644351,0.000002370235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002036433,"about_ca_system_score_gemma":0.0000752258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007373039,"about_ca_topic_score_gemma":0.000006744972,"domain_scores_codex":[0.9996005,0.000010958,0.0001002289,0.0001111226,0.00008204311,0.00009519868],"domain_scores_gemma":[0.9996707,0.0001086559,0.00004052688,0.00003634893,0.0001032345,0.00004054721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000368823,0.0002390817,0.05096874,0.00001382677,0.00003816764,7.246784e-7,0.001146913,0.0001966088,0.006420496,0.9361881,0.003491065,0.001259374],"study_design_scores_gemma":[0.0129999,0.0003585957,0.3000893,0.00009034992,0.0001287006,0.00001078923,0.0338483,0.04362728,0.005229936,0.4953,0.1069004,0.001416434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368666,0.00005812829,0.05682658,0.0003777735,0.00003295494,0.0002235308,0.0002931169,0.000009796935,0.005311543],"genre_scores_gemma":[0.9855115,2.513072e-7,0.01392075,0.00004293783,0.00005528283,0.0001015214,0.0002121426,0.00000609007,0.0001495677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4408881,"threshold_uncertainty_score":0.2076284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04928741810069533,"score_gpt":0.3598616129955627,"score_spread":0.3105741948948674,"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."}}