{"id":"W2382728188","doi":"","title":"Design of high power underwater laser cutting nozzle","year":2013,"lang":"en","type":"article","venue":"Transactions of the China Welding Institution","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Laser cutting; Materials science; Laser; Mechanics; Supersonic speed; Cross section (physics); Tangent; Structural engineering; Mechanical engineering; Optics; Engineering; Geometry; Physics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005558761,0.0004380819,0.0005772686,0.0004340465,0.0004251382,0.0007922752,0.00130052,0.0008720231,0.002763377],"category_scores_gemma":[0.0004956559,0.0004094871,0.0004821373,0.0002998041,0.0002832062,0.0007041496,0.0006385731,0.0003609209,0.0007677455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526872,"about_ca_system_score_gemma":0.000864191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005982869,"about_ca_topic_score_gemma":0.0003779186,"domain_scores_codex":[0.9993278,0.00004112579,0.00005188163,0.0001198658,0.0003956575,0.00006363323],"domain_scores_gemma":[0.9996464,0.00004421101,0.00006017021,0.00002784587,0.0001838936,0.0000374334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003520327,0.0001467225,0.005411469,0.001692552,0.00008053958,0.001815101,0.0006532733,0.06011427,0.6455007,0.02891977,0.005917297,0.2493963],"study_design_scores_gemma":[0.0004548825,0.001995937,0.01213272,0.000197889,0.0001830539,0.005442611,0.0003722336,0.532796,0.3180192,0.007591776,0.1204804,0.0003332494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04738458,0.0007601354,0.9350072,0.0001790678,0.0001754811,0.0003725341,0.0001326095,0.001021304,0.01496714],"genre_scores_gemma":[0.5471985,0.0007307691,0.4393817,0.0001712424,0.00007483103,0.0006929678,0.0002789457,0.0001379482,0.01133321],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002763377,"threshold_uncertainty_score":0.009244442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008225738596627796,"score_gpt":0.1868649420358073,"score_spread":0.1786392034391795,"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."}}