{"id":"W2901131180","doi":"10.25071/10315/35339","title":"Droplet Impact, Spreading and Freezing on Metallic Surfaces of varying Wettability","year":2018,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wetting; Materials science; Metal; Composite material; Metallurgy","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":[0.0008209756,0.0001534372,0.0002602314,0.000182669,0.00006714481,0.00005108727,0.0001945043,0.0000895351,0.0002709896],"category_scores_gemma":[0.0002517878,0.0001446269,0.00003990849,0.0002497137,0.00009175633,0.000126065,0.00004293949,0.0001417613,0.00001391452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245517,"about_ca_system_score_gemma":0.0001039897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02850178,"about_ca_topic_score_gemma":0.01821468,"domain_scores_codex":[0.998691,0.00004876552,0.0002869715,0.0003221784,0.0001764442,0.0004746045],"domain_scores_gemma":[0.9991694,0.0001261948,0.00004217161,0.0002575858,0.00004772537,0.0003569223],"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":[0.00004072546,0.00006199924,0.0228748,0.0001302371,0.00002188835,0.00001968756,0.0006647359,0.003689702,0.9619909,0.007207969,0.000007914508,0.003289438],"study_design_scores_gemma":[0.0003958144,0.0001867458,0.009355331,0.0001778174,0.00001278487,0.00001005311,0.00003834652,0.313824,0.6750272,0.0003408027,0.0002452267,0.0003859053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988312,0.000267921,0.000247334,0.0001377285,0.000203615,0.0001670359,0.000021733,0.00004844057,0.00007495281],"genre_scores_gemma":[0.9969788,0.000005117412,0.002914749,0.00003169236,0.00003290885,0.00001399485,0.000001726771,0.00001853768,0.000002478028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3101343,"threshold_uncertainty_score":0.9997004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793912231640002,"score_gpt":0.2654093899278845,"score_spread":0.2474702676114845,"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."}}