{"id":"W4402154206","doi":"10.31399/asm.cp.itsc2024p0495","title":"From Anticosti Island's ‘Deep Time’ to A Cold Spray Additive Manufacturing Art Creation","year":2024,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Compatibility (geochemistry); Palette (painting); Materials science; Computer science; Thermal spraying; Metallurgy; Computer graphics (images); Nanotechnology; Coating; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001043869,0.0002584508,0.0002170207,0.0001185511,0.00006378005,0.0002052387,0.0001642035,0.0001384646,0.004755439],"category_scores_gemma":[0.00002240029,0.0002424933,0.00007136706,0.0001627156,0.00002081252,0.0002133935,0.00003918838,0.0003229088,0.01144012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128694,"about_ca_system_score_gemma":0.00001604457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002809901,"about_ca_topic_score_gemma":0.00003188816,"domain_scores_codex":[0.998897,0.00003586275,0.0002109109,0.0003080801,0.0002233513,0.0003247595],"domain_scores_gemma":[0.9994377,0.0001360998,0.00001678262,0.0002566946,0.00002208738,0.0001305569],"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":[0.00001308099,0.00001600147,0.00002865941,0.00001913801,0.00006645324,0.00009806855,0.001453184,0.005366577,0.9771727,0.00002472724,0.01381436,0.001926995],"study_design_scores_gemma":[0.000168813,0.00004758592,0.00317253,0.0002429453,0.00007145973,0.000004450021,0.00002543208,0.0007375446,0.8640038,0.000006867139,0.1311427,0.0003758449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888728,0.0001297726,0.001201813,0.000123049,0.0007374624,0.0003280239,0.0002391071,0.001093512,0.007274481],"genre_scores_gemma":[0.9943966,0.000004643244,0.0006436424,0.00006681818,0.0007739755,0.00004510199,0.0001519917,0.0001018081,0.003815419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173283,"threshold_uncertainty_score":0.9961544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004409982006489141,"score_gpt":0.2127864928197305,"score_spread":0.2083765108132413,"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."}}