{"id":"W7051310662","doi":"","title":"Avant-propos","year":2021,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Government (linguistics); Mistake","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000113196,0.0003600751,0.0003435062,0.000111874,0.0002923784,0.0002367679,0.0003962118,0.0007765451,0.004096911],"category_scores_gemma":[0.0002938491,0.000460336,0.0002086261,0.0008036773,0.0001500538,0.0003867821,0.0001567518,0.001008791,0.003777289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649735,"about_ca_system_score_gemma":0.0003945058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003590721,"about_ca_topic_score_gemma":0.0002435088,"domain_scores_codex":[0.9981425,0.0000942203,0.0002761066,0.0004655865,0.0002632395,0.0007583083],"domain_scores_gemma":[0.9984313,0.0002841031,0.00008889664,0.0004842594,0.0002568994,0.0004545087],"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":[0.000009592907,0.0002823653,0.0001974412,0.0001151783,0.0004294777,0.001765985,0.001153035,0.01546302,0.03386836,0.144609,0.7770712,0.02503542],"study_design_scores_gemma":[0.001360534,0.00003859228,0.01136583,0.0003114635,0.0003167212,0.0004595671,0.0026965,0.009866196,0.07177091,0.001151458,0.8998718,0.0007904253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3702393,0.004633507,0.0046035,0.3144857,0.008938205,0.0008961456,0.002588238,0.0008839408,0.2927314],"genre_scores_gemma":[0.4452932,0.003008889,0.01668,0.0009417525,0.002082445,0.00005035706,0.0009792377,0.0002095941,0.5307546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.313544,"threshold_uncertainty_score":0.9997848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253458270235089,"score_gpt":0.2310933195353259,"score_spread":0.205747492511817,"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."}}