{"id":"W2560827939","doi":"10.1002/admi.201600864","title":"Using a Vapor‐Phase Surfactant to Control Gold Metal Plate Growth","year":2016,"lang":"en","type":"article","venue":"Advanced Materials Interfaces","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Pulmonary surfactant; Vapor phase; Metal; Phase (matter); Chemical engineering; Nanotechnology; Metallurgy; Organic chemistry; Thermodynamics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006219921,0.0003672038,0.0006120022,0.0001182047,0.0001288288,0.0001634475,0.0004842961,0.0001001999,0.002969485],"category_scores_gemma":[0.0003192756,0.0002455878,0.00006303821,0.0001475214,0.0001422709,0.0006998756,0.000137234,0.00004993224,0.001323954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428698,"about_ca_system_score_gemma":0.00005103448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001384626,"about_ca_topic_score_gemma":0.00001429606,"domain_scores_codex":[0.9974332,0.0002255156,0.0007035038,0.000694751,0.0003282844,0.0006147068],"domain_scores_gemma":[0.9986622,0.0001805287,0.0002278976,0.0005045701,0.0001933062,0.0002315473],"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":[0.0007641877,0.0000981201,0.00002148551,0.00001761944,0.0000202232,0.00001296105,0.0001911127,0.0001845901,0.997799,0.0003330492,0.00006470439,0.0004929273],"study_design_scores_gemma":[0.002368832,0.0002245408,0.00005231412,0.0001032882,0.00002958012,0.00001805206,0.00007490765,0.00003789034,0.9955636,0.0004528949,0.0006748353,0.0003992944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813149,0.00008156303,0.01455798,0.0005064756,0.001956312,0.0005593548,0.0006184531,0.0002584157,0.0001465254],"genre_scores_gemma":[0.9927669,0.00002574715,0.006325256,0.0003343606,0.00007230117,0.00005259847,0.000003943301,0.0000504042,0.0003684503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01145202,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03733197961612478,"score_gpt":0.3132043044568329,"score_spread":0.2758723248407082,"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."}}