{"id":"W2917246147","doi":"10.1051/medsci/2019008","title":"Trois chercheurs, dont un Français, récompensés pour leurs travaux sur les lasers","year":2019,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.009734068,0.001606213,0.000958917,0.002356104,0.009287908,0.007872772,0.001748646,0.007139905,0.06479721],"category_scores_gemma":[0.01814039,0.0008951217,0.001795121,0.002127394,0.00490525,0.005105504,0.005591357,0.009796441,0.02007249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009622712,"about_ca_system_score_gemma":0.02802654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05586408,"about_ca_topic_score_gemma":0.09833408,"domain_scores_codex":[0.9883016,0.002026137,0.0006268952,0.00165561,0.0052954,0.002094363],"domain_scores_gemma":[0.9690307,0.004025679,0.001719145,0.001938452,0.01566586,0.007620198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000726721,0.0007640403,0.01466894,0.001001874,0.0002107624,0.002910104,0.006654968,0.0006015136,0.01413935,0.03508877,0.6057723,0.3174607],"study_design_scores_gemma":[0.00001544772,0.000126349,0.00214982,0.0002190441,0.00001948318,0.0005290186,0.001183138,0.00004899627,0.00115949,0.000672718,0.993839,0.00003746742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.07272487,0.1386054,0.01172982,0.4100961,0.06287301,0.0005865417,0.001846356,0.001549849,0.299988],"genre_scores_gemma":[0.1067779,0.05931491,0.008842611,0.08539435,0.004930077,0.0003586859,0.001348196,0.0009822387,0.732051],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06479721,"threshold_uncertainty_score":0.2167683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05766143190094956,"score_gpt":0.2634630107080654,"score_spread":0.2058015788071159,"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."}}