{"id":"W6906860790","doi":"10.18142/338","title":"NEXT STEP","year":2016,"lang":"fr","type":"other","venue":"Institut Français de Recherche pour l'Exploitation de la Mer","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pilotage; Subject (documents); Parenthesis","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01278937,0.001910797,0.001582095,0.001523686,0.0004717718,0.0006481708,0.001676369,0.007608699,0.1352858],"category_scores_gemma":[0.01140808,0.001888012,0.0009345507,0.001421943,0.002030392,0.001208592,0.0002378892,0.004732387,0.2908022],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007865484,"about_ca_system_score_gemma":0.005639748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003024305,"about_ca_topic_score_gemma":0.001239317,"domain_scores_codex":[0.9765359,0.01637376,0.001582975,0.001833368,0.001280331,0.00239364],"domain_scores_gemma":[0.9857876,0.00917244,0.001218994,0.001799448,0.0007609936,0.001260562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004422374,0.001356138,0.004950043,0.0008302589,0.002045179,0.0006623078,0.02474126,0.0003232233,0.03595388,0.08797026,0.3397802,0.500945],"study_design_scores_gemma":[0.004365815,0.00009263195,0.002832015,0.00279885,0.0008827741,0.000348712,0.001624333,0.0008189913,0.0023771,0.008565295,0.9730636,0.002229843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003998847,0.01437125,0.1482848,0.003828081,0.001962775,0.001703064,0.0004062983,0.001036018,0.8244088],"genre_scores_gemma":[0.00917341,0.004811142,0.194077,0.001878844,0.002950586,0.00115487,0.0001156757,0.002778667,0.7830598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6332834,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283402540725682,"score_gpt":0.3754718909879262,"score_spread":0.247131636915358,"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."}}