{"id":"W7132934504","doi":"","title":"Coating formation by sequential impact of molten tin droplets","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Splash; Coating; Substrate (aquarium); Tin; Adhesion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002240731,0.0005773978,0.0006733827,0.0002308245,0.0001270474,0.00007814827,0.0001929204,0.000563934,0.001258395],"category_scores_gemma":[0.00003354257,0.0006346314,0.0004510345,0.0003192475,0.0000277957,0.0002552299,0.00000991856,0.0005261156,0.000064568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000403784,"about_ca_system_score_gemma":0.0001442719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794704,"about_ca_topic_score_gemma":0.0002187627,"domain_scores_codex":[0.997835,0.00006653204,0.0008245665,0.0003147877,0.0003966943,0.0005624536],"domain_scores_gemma":[0.9990923,0.00006064008,0.0001634517,0.0003271054,0.0001963422,0.0001601351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001054029,0.0001042485,0.0003163154,0.002148096,0.0003951089,0.000003942513,0.01397268,0.1051626,0.8731306,0.0008955099,0.003080049,0.0006853769],"study_design_scores_gemma":[0.001815671,0.0005040545,0.001279682,0.0009771938,0.0004368397,0.00001976961,0.001611527,0.9334496,0.05808179,0.0001099854,0.0003549817,0.001358964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443849,0.001312073,0.02051785,0.00003725815,0.0006590085,0.0006302851,0.0001898046,0.00006585826,0.032203],"genre_scores_gemma":[0.9903795,0.0006785402,0.000623599,0.000006832023,0.00006200204,0.00002477484,0.002617998,0.0001474807,0.005459273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8282869,"threshold_uncertainty_score":0.9996546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188853570069083,"score_gpt":0.3043785831837404,"score_spread":0.2924900474830496,"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."}}