{"id":"W4290607525","doi":"10.31399/asm.cp.itsc2015p1183","title":"Use of Flame-Sprayed Coatings as Heating Elements for Polymer-Based Composite Structures","year":2015,"lang":"en","type":"article","venue":"Thermal spray","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Coating; Composite material; Joule heating; Composite number; Aluminium; Chromium; Ohmic contact; Nichrome; Electrical resistance and conductance; Nickel; Polymer; Metallurgy; Layer (electronics)","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":[0.0004990493,0.0001850695,0.0003270657,0.00004101493,0.0001066866,0.000130852,0.0002286892,0.00006319875,0.0004023463],"category_scores_gemma":[0.0001281749,0.0001374665,0.0000662245,0.00005645893,0.0001135154,0.0002351525,0.00006692555,0.00004494224,0.00004205704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002530048,"about_ca_system_score_gemma":0.00009289024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009232708,"about_ca_topic_score_gemma":0.00001328067,"domain_scores_codex":[0.9985628,0.0001400553,0.0004392535,0.0002266488,0.0003057144,0.0003256019],"domain_scores_gemma":[0.9991195,0.0001150191,0.0002781989,0.0002371408,0.0001454717,0.0001046202],"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":[0.0007065045,0.0000266893,0.0008325922,0.00006820301,0.00001033831,0.000001385625,0.0003721595,0.00067818,0.996406,0.0002835394,0.0001070691,0.0005073294],"study_design_scores_gemma":[0.000728716,0.0003738014,0.0002999124,0.00005666249,0.00002763864,0.000002202232,0.00005890423,0.0004494561,0.9967389,0.0001079385,0.0009731043,0.0001828067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983691,0.0001887495,0.0001904501,0.00009837094,0.0003915032,0.0003649449,0.0001046574,0.00007207487,0.0002201754],"genre_scores_gemma":[0.9903513,0.000001321157,0.00900637,0.0002717093,0.0001244891,0.0000235891,0.00002696924,0.00003101046,0.0001632826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00881592,"threshold_uncertainty_score":0.560572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06705518485673735,"score_gpt":0.2795713013645135,"score_spread":0.2125161165077761,"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."}}