{"id":"W1131068545","doi":"10.1016/b978-012512908-4/50020-5","title":"Classification of cluster morphologies","year":2002,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Cluster (spacecraft); Computer science; Operating system","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001078647,0.0001796112,0.0002527996,0.0001220545,0.00005949004,0.00002605314,0.000190317,0.000172673,0.01210609],"category_scores_gemma":[0.00002240046,0.0001592273,0.0001212015,0.00001406128,0.0001989281,0.00007956874,0.00001327317,0.0002169751,0.002884093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009244192,"about_ca_system_score_gemma":0.00002195147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003758574,"about_ca_topic_score_gemma":0.0001107943,"domain_scores_codex":[0.9989323,0.00002585322,0.0004075144,0.0002427871,0.0002456744,0.0001458488],"domain_scores_gemma":[0.9990499,0.0001431364,0.0003095801,0.0003483252,0.00008923001,0.00005984673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001354118,0.000003696588,0.001083205,0.00001943819,0.00003549063,0.000003720934,0.0001134362,0.00005986151,0.0001134211,0.0004979447,0.0009182239,0.997138],"study_design_scores_gemma":[0.0001186708,0.00006301289,0.01197672,0.00008392413,0.00005423215,0.0000153226,0.00002493747,0.0006313606,0.0001195924,0.002652386,0.9840454,0.0002144298],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004793237,0.0002776449,0.000002414319,0.0001509849,0.0003333156,0.0002240227,0.0001108738,0.00005365247,0.9940538],"genre_scores_gemma":[0.145584,0.00005906409,0.0003938731,0.0001141927,0.00006033067,0.000001156982,0.00004563137,0.00001060005,0.8537312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9969236,"threshold_uncertainty_score":0.9978923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03810190557055029,"score_gpt":0.2398547743696625,"score_spread":0.2017528687991122,"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."}}