{"id":"W4413058996","doi":"10.52497/jitipee.v9i1.383","title":"Étude théorique de la modélisation du rayonnement d’un plasma thermique : application à l’arc libre","year":2025,"lang":"fr","type":"article","venue":"Journal International de Technologie de l Innovation de la Physique de l Energie et de l Environnement","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Physics; Humanities; Art","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":[0.0006629902,0.000723759,0.0006660491,0.0004227295,0.0005891434,0.001776304,0.001429108,0.001304137,0.004368052],"category_scores_gemma":[0.001761663,0.0006468546,0.001119272,0.0005714778,0.0009642665,0.001302477,0.0006941811,0.001651024,0.0007897162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037275,"about_ca_system_score_gemma":0.001529979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009467523,"about_ca_topic_score_gemma":0.003939207,"domain_scores_codex":[0.9995009,0.00009488837,0.00001955978,0.00008621586,0.0002645348,0.00003390904],"domain_scores_gemma":[0.9993302,0.000349582,0.00004788353,0.00009010457,0.0001656798,0.00001654875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007653137,0.00004091349,0.000912129,0.0003972397,0.00004983169,0.0002341078,0.0005557641,0.8918707,0.03360001,0.04603249,0.0007705026,0.02545989],"study_design_scores_gemma":[0.00001733683,0.00004966811,0.0003513347,0.00003927243,0.00001927758,0.0001041681,0.00009599104,0.9680244,0.01551011,0.004458131,0.01130642,0.00002380821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03463254,0.0006516033,0.9493921,0.0003442334,0.000134479,0.0001028757,0.0001522986,0.0009437127,0.01364619],"genre_scores_gemma":[0.7314168,0.002194813,0.2258441,0.0001454712,0.00007364576,0.0005060405,0.0003399232,0.0008537332,0.0386255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009467523,"threshold_uncertainty_score":0.01882482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00640228642033967,"score_gpt":0.2653209562762555,"score_spread":0.2589186698559158,"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."}}