{"id":"W7027250407","doi":"","title":"Chemical modifications for water-repellent&#13;\\ncoatings on engineering metals","year":2018,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Zinc; Stearic acid; Coating; Corrosion; Surface roughness; Isotropic etching; Electrolyte; Surface engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001327876,0.0004521999,0.0001657033,0.0002196267,0.0001700029,0.0001616318,0.0003546689,0.0002783718,0.002576803],"category_scores_gemma":[0.0002589819,0.0002667015,0.0003442384,0.0001619065,0.000160228,0.0002093614,0.0001995808,0.0005082229,0.0008742915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426646,"about_ca_system_score_gemma":0.0001248994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005714695,"about_ca_topic_score_gemma":0.00151181,"domain_scores_codex":[0.9997793,0.00001575614,0.00001664067,0.00005351962,0.00008851894,0.00004615969],"domain_scores_gemma":[0.9998971,0.00001738893,0.00002668372,0.00001745496,0.00003133876,0.000009934046],"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":[0.00000868459,0.000006013345,0.00002802829,0.00005641863,0.000003521846,0.0000249074,0.000007558583,0.00003799058,0.9984971,0.00006083831,0.00005283497,0.001216031],"study_design_scores_gemma":[0.000002616524,0.00005223216,0.0003526658,0.000003198918,0.000004819289,0.00003659167,0.000005887695,0.0002140379,0.9964735,0.00001526466,0.002835932,0.000003189405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455667,0.005586435,0.03436162,0.0003976726,0.0004340804,0.0003174337,0.0005769153,0.0004937066,0.01226549],"genre_scores_gemma":[0.9586402,0.004089366,0.02550303,0.0003480015,0.0000651771,0.0001603963,0.0006338206,0.0001391536,0.01042086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002576803,"threshold_uncertainty_score":0.008620262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703089662956404,"score_gpt":0.2712566932577566,"score_spread":0.2342257966281925,"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."}}