{"id":"W4366782702","doi":"10.1007/s11090-023-10328-9","title":"Heat Transfer Mechanisms in Arcs of Various Gases at Atmospheric Pressure","year":2023,"lang":"en","type":"article","venue":"Plasma Chemistry and Plasma Processing","topic":"Vacuum and Plasma Arcs","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Universidad Nacional Autónoma de México; Consejo Nacional de Ciencia y Tecnología","keywords":"Argon; Diatomic molecule; Algorithm; Materials science; Analytical Chemistry (journal); Physics; Chemistry; Atomic physics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001754952,0.0002381168,0.0001851795,0.0003472508,0.0003877294,0.0003982956,0.0003282661,0.000210245,0.004222331],"category_scores_gemma":[0.0004684756,0.0001456655,0.0001778616,0.000197675,0.0005499214,0.0005518094,0.0003495502,0.0003516323,0.000380498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430199,"about_ca_system_score_gemma":0.0001791846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123578,"about_ca_topic_score_gemma":0.0006548592,"domain_scores_codex":[0.9998048,0.00002360082,0.000004941861,0.00003959932,0.00007341283,0.00005372155],"domain_scores_gemma":[0.9998145,0.0001046205,0.00001873082,0.00001740483,0.00003096205,0.00001382286],"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":[0.0007855315,0.0000685475,0.003719484,0.0003171956,0.00002757406,0.0001943831,0.000596851,0.006397176,0.9637393,0.00519431,0.0006609923,0.01829865],"study_design_scores_gemma":[0.00001681017,0.0001838402,0.00537466,0.000009088335,0.00001669227,0.00008760065,0.0001442881,0.01229832,0.9773269,0.0007611326,0.00376831,0.00001232937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982746,0.001051437,0.007431502,0.0001271964,0.00002917357,0.00003032671,0.0001130202,0.0002997475,0.00817157],"genre_scores_gemma":[0.9980259,0.0001367126,0.0003827896,0.000009696263,0.000005647765,0.000007496859,0.00004790882,0.00002165689,0.001362297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004222331,"threshold_uncertainty_score":0.01412511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008487093083222345,"score_gpt":0.2108238221764664,"score_spread":0.2023367290932441,"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."}}