{"id":"W7028155569","doi":"","title":"Enhanced Control of Porous Thin Film Morphology via Ion Bombardment","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Morphology (biology); Thin film; Porosity; Deposition (geology); Ion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002623108,0.0001898453,0.000364551,0.0002836299,0.000303602,0.0007493076,0.000408552,0.0004206007,0.005806428],"category_scores_gemma":[0.001250825,0.0002654696,0.0001537546,0.0002773072,0.0002736544,0.0005105435,0.0004380556,0.0003801863,0.001432043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608655,"about_ca_system_score_gemma":0.0002403959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000489574,"about_ca_topic_score_gemma":0.001079581,"domain_scores_codex":[0.9997371,0.00001885543,0.00001340866,0.00006133953,0.0001309724,0.00003823729],"domain_scores_gemma":[0.9993833,0.000164673,0.00009590419,0.0001117089,0.0001969039,0.00004747334],"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":[0.0001081724,0.000008867732,0.0002158339,0.00007428011,0.000006408634,0.0001042607,0.0000568322,0.0001163618,0.9919392,0.0003677832,0.0006651214,0.006336739],"study_design_scores_gemma":[0.00002020629,0.00005372735,0.001214969,0.000003379239,0.000009024626,0.0001675435,0.00002467797,0.001709323,0.9892026,0.000126872,0.007459422,0.000008205981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926009,0.002442786,0.04206771,0.00127865,0.0006344341,0.0001560981,0.0005239964,0.001509814,0.02537763],"genre_scores_gemma":[0.9679177,0.001190063,0.01397026,0.0001361176,0.00007201944,0.00003533659,0.0002253633,0.0003989457,0.01605422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005806428,"threshold_uncertainty_score":0.01942438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756752673097637,"score_gpt":0.3445566662952939,"score_spread":0.3069891395643175,"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."}}