{"id":"W3135148355","doi":"10.22453/lsj-020.2.262-271","title":"Development of novel corrosion resistant electroless NI-P composite coatings for pipeline steel","year":2019,"lang":"en","type":"article","venue":"Lebanese Science Journal","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Centre National de la Recherche Scientifique; Dalhousie University","keywords":"Materials science; Corrosion; Composite number; Coating; Scanning electron microscope; Metallurgy; Carbon steel; Burnishing (metal); Indentation hardness; Indentation; Hardness; Titanium; Composite material; Polarization (electrochemistry); Microstructure; Polishing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001364355,0.0003457794,0.0002132844,0.0002588274,0.0001278436,0.0002844998,0.0004711128,0.0003897571,0.000471769],"category_scores_gemma":[0.0002088401,0.0002342399,0.0002709081,0.0001458606,0.0001241639,0.0003688554,0.0001969535,0.0003242698,0.0002830394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001586978,"about_ca_system_score_gemma":0.0001486686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000479081,"about_ca_topic_score_gemma":0.001632401,"domain_scores_codex":[0.9998264,0.00001016127,0.00001090419,0.00003686604,0.00009915819,0.00001666113],"domain_scores_gemma":[0.9998871,0.00001007583,0.00002844784,0.00001134185,0.00004918671,0.00001375083],"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":[0.00001311808,0.000007166866,0.00005279812,0.00005015879,0.000004024966,0.00004260739,0.000006852099,0.00005492845,0.9980769,0.00002566786,0.00002060164,0.001645253],"study_design_scores_gemma":[0.000006062015,0.0001624325,0.001368703,0.00000284823,0.00001156828,0.0002138573,0.0000116697,0.001312363,0.995234,0.00001123112,0.001660363,0.000004815788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599823,0.00334279,0.03183347,0.00009432647,0.0001294224,0.00008967948,0.0001056611,0.0002562783,0.004166069],"genre_scores_gemma":[0.9698869,0.001411879,0.02341,0.00003747993,0.00001718331,0.00002559241,0.000109983,0.00003502494,0.005065906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000479081,"threshold_uncertainty_score":0.001578212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012593723805922,"score_gpt":0.2376598814489308,"score_spread":0.2275339442108716,"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."}}