{"id":"W2000736361","doi":"10.1063/1.2794032","title":"Determination of structural transitions of atomic clusters from local and global bond orientational order parameters","year":2007,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tetrahedron; Octahedron; Bond length; Order (exchange); Bond order; Cluster (spacecraft); Range (aeronautics); Materials science; Ambiguity; Chemical physics; Statistical physics; Crystallography; Physics; Chemistry; Crystal structure; Computer science","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":[0.0001350268,0.00005320858,0.0001133486,0.00001491231,0.00002587215,0.000006302995,0.00008306219,0.00002467729,0.00005553081],"category_scores_gemma":[0.00002427729,0.00003776951,0.0000435309,0.0001489214,0.0002506303,0.0002135566,0.000004039671,0.00008848128,0.000001521261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001117223,"about_ca_system_score_gemma":0.00002836346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329765,"about_ca_topic_score_gemma":0.00004479119,"domain_scores_codex":[0.9993148,0.00002622226,0.0003164647,0.00004292296,0.0002241025,0.00007550664],"domain_scores_gemma":[0.9991573,0.0003499421,0.0002515773,0.00005000411,0.0001407354,0.00005041914],"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":[0.003532991,0.0001928606,0.1334231,0.00005589733,0.0003187319,0.000008671355,0.008245199,0.03723392,0.6156513,0.0007492283,0.0003127908,0.2002753],"study_design_scores_gemma":[0.001664453,0.0002574871,0.1992745,0.00007055879,0.0002953656,0.0001213285,0.003007293,0.06482043,0.6819031,0.04836567,0.00002414055,0.0001956459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720167,0.00003567185,0.02756703,0.0001308858,0.00008566146,0.00003371219,0.00007627953,0.000001851407,0.00005222669],"genre_scores_gemma":[0.9929347,0.000002358132,0.006976592,0.00004408264,0.00002883721,2.200086e-8,0.00001145499,0.000001351295,5.757188e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000797,"threshold_uncertainty_score":0.1540196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069827146332254,"score_gpt":0.2499266808635914,"score_spread":0.2392284094002688,"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."}}