{"id":"W2026509806","doi":"10.2351/1.4729169","title":"Laser hole sealing of commercially pure grade 1 titanium","year":2012,"lang":"en","type":"article","venue":"Journal of Laser Applications","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Laser; Electrolyte; Titanium; Laser drilling; Coalescence (physics); Laser ablation; Penetration depth; Composite material; Process window; Welding; Penetration (warfare); Ablation; Microstructure; Metallurgy; Optoelectronics; Optics; Drilling; Electrode","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":[0.0002783006,0.00009809469,0.0001923062,0.00009516682,0.00004357775,0.00002370677,0.0002351672,0.00007358033,0.00003996836],"category_scores_gemma":[0.000009488887,0.0000891887,0.00006909115,0.0001809116,0.00003290964,0.0002949884,0.00002611091,0.0001695498,0.00001604584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000047349,"about_ca_system_score_gemma":0.00002627768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003054316,"about_ca_topic_score_gemma":0.000002212604,"domain_scores_codex":[0.9992105,0.00001763014,0.0003949847,0.00004667981,0.0001649873,0.0001652706],"domain_scores_gemma":[0.9993717,0.00003635556,0.0001728525,0.0001841678,0.0001319626,0.0001029621],"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":[0.00006829523,0.001536967,0.01050288,0.001450655,0.0005747458,0.00001055437,0.001954705,0.01527488,0.7963511,0.007093667,0.1460844,0.01909719],"study_design_scores_gemma":[0.0003318568,0.00004292456,0.002099895,0.0001049818,0.0001170642,0.00004111871,0.00008612051,0.0004648736,0.9152896,0.002147253,0.07904398,0.0002302726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6761134,0.001284495,0.3108154,0.001110786,0.0007979139,0.0006262048,0.0001261237,0.0005692361,0.008556422],"genre_scores_gemma":[0.9807985,0.00005794633,0.01859568,0.00005266017,0.0004151346,0.00001482574,0.000005278251,0.000030869,0.00002903444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3046851,"threshold_uncertainty_score":0.363701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732861279876547,"score_gpt":0.2642272789298887,"score_spread":0.2468986661311232,"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."}}