{"id":"W7049839897","doi":"","title":"Introduction","year":2017,"lang":"fr","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beaker; Bronze; White (mutation); Modernization theory","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005043556,0.0006508807,0.0003665261,0.001262254,0.003325297,0.005124782,0.001313502,0.001993297,0.2473458],"category_scores_gemma":[0.001293424,0.0002654759,0.0003922842,0.001437101,0.001619156,0.00289375,0.001815586,0.001904004,0.09556466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006025689,"about_ca_system_score_gemma":0.005718482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05186713,"about_ca_topic_score_gemma":0.08369806,"domain_scores_codex":[0.9993669,0.00004629015,0.00001676126,0.0001479108,0.0003181165,0.0001040349],"domain_scores_gemma":[0.9995161,0.00006765004,0.00001750606,0.00004742797,0.0002729109,0.00007844513],"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":[0.00002543132,0.00002221856,0.0001835163,0.0002418462,0.000002852121,0.0001368645,0.001315804,0.0001123093,0.0004762131,0.2144454,0.6561412,0.1268965],"study_design_scores_gemma":[5.942446e-7,0.000001953439,0.00006410645,0.00005303134,3.958255e-7,0.00003717174,0.00008031631,0.00000685235,0.00003483819,0.002112945,0.9976063,0.000001624659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005527458,0.007706635,0.001436354,0.003559984,0.002712876,0.00005032925,0.0005866352,0.0001937698,0.9832007],"genre_scores_gemma":[0.003601231,0.004299853,0.00078964,0.001216809,0.0005208852,0.00002888734,0.0004274987,0.0001182494,0.988997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7526541,"threshold_uncertainty_score":0.8274543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174410829281678,"score_gpt":0.2475296156460496,"score_spread":0.2300885327178818,"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."}}