{"id":"W4317581775","doi":"10.2514/6.2023-1492","title":"Interaction of a high energy laser with metals in reacting atmospheres","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Evaporation; Materials science; Oxide; Vacuum evaporation; Metal; Surface energy; Plume; Laser; Surface (topology); Thin film; Atmospheric pressure; Thermodynamics; Chemical physics; Mechanics; Composite material; Chemistry; Optics; Nanotechnology; Metallurgy; Physics; Meteorology","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":[0.0001710708,0.000133506,0.000204755,0.0001188158,0.00002688516,0.00003803642,0.0001469435,0.00007826166,0.00004883875],"category_scores_gemma":[0.00003345123,0.000117218,0.00002743509,0.0008401533,0.00002654475,0.0003438968,0.00007100294,0.000102391,0.00002182873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005605135,"about_ca_system_score_gemma":0.00001294419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102549,"about_ca_topic_score_gemma":0.0008044807,"domain_scores_codex":[0.999157,0.0000165242,0.0002409256,0.0001645674,0.0001487308,0.0002722982],"domain_scores_gemma":[0.9996237,0.00005553128,0.00005894657,0.0002001715,0.00003307642,0.00002854958],"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":[0.0006537975,0.0001787839,0.005238287,0.001490326,0.0004690796,0.0003060911,0.0007290931,0.06258473,0.7494748,0.009721726,0.05737369,0.1117796],"study_design_scores_gemma":[0.0002918601,0.0001254423,0.000725715,0.0004127829,0.00001504251,0.000008800865,0.0003006348,0.009368561,0.974799,0.009167567,0.004516057,0.0002685229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991996,0.00003581266,0.003976021,0.0002064557,0.0003129187,0.0001029669,0.00001190011,0.001479729,0.001878118],"genre_scores_gemma":[0.9968356,0.00003062346,0.002630012,0.00002372461,0.00002813877,0.00005239245,0.00002001622,0.00004884158,0.0003306472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2253242,"threshold_uncertainty_score":0.4780012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009530905192737324,"score_gpt":0.2291773649908639,"score_spread":0.2196464597981266,"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."}}