{"id":"W191053623","doi":"","title":"Plasmas Lasers et Champs Magnétiques","year":2014,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","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":[0.0003563672,0.0003235049,0.000346437,0.0002459335,0.0006259116,0.001370362,0.0008197328,0.0007185349,0.007486357],"category_scores_gemma":[0.0005992539,0.0003218275,0.0002618453,0.0003572294,0.000833704,0.001327128,0.0008357374,0.0007466457,0.0007594675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138626,"about_ca_system_score_gemma":0.0005187691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033508,"about_ca_topic_score_gemma":0.0018104,"domain_scores_codex":[0.9995975,0.00003723652,0.000006876847,0.0001241016,0.0001800319,0.00005416864],"domain_scores_gemma":[0.9997162,0.0001232715,0.00004757238,0.00002820361,0.00006219193,0.0000225396],"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":[0.0003471911,0.00008259031,0.003011931,0.0004974278,0.00004004516,0.0005504464,0.001268454,0.01911891,0.7348707,0.1989926,0.002056836,0.03916296],"study_design_scores_gemma":[0.0001875398,0.0008687229,0.007546862,0.00008213333,0.00005513451,0.001260507,0.001056705,0.1113975,0.6956574,0.02581112,0.1558715,0.0002049001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260823,0.00311876,0.1137177,0.001153584,0.0004494401,0.0001670553,0.0004089409,0.001266716,0.05363557],"genre_scores_gemma":[0.9130818,0.001117078,0.03645103,0.000190088,0.00009919899,0.0002044197,0.0002407082,0.000181102,0.04843462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007486357,"threshold_uncertainty_score":0.02504432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05246000876053825,"score_gpt":0.3194914861946568,"score_spread":0.2670314774341186,"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."}}