{"id":"W4230850223","doi":"10.4000/belgeo.36757","title":"Evaluateurs – Referees","year":2020,"lang":"fr","type":"article","venue":"BELGEO","topic":"European Socioeconomic and Political Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005583956,0.00149703,0.00145087,0.005847138,0.001922399,0.007991317,0.002025973,0.002354522,0.6352915],"category_scores_gemma":[0.03320915,0.0004849291,0.001140612,0.004244835,0.0006399503,0.003447914,0.003825623,0.00216669,0.4819193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004473427,"about_ca_system_score_gemma":0.004354159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184487,"about_ca_topic_score_gemma":0.01149234,"domain_scores_codex":[0.9944755,0.001166121,0.0004364098,0.0007140379,0.002740368,0.00046753],"domain_scores_gemma":[0.9780678,0.002970371,0.0005819923,0.00256322,0.0138096,0.002006917],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004770966,0.00001720742,0.00007618727,0.0001228471,0.000005007361,0.00002712352,0.00003260322,0.00004371047,0.0001101147,0.002550139,0.9672442,0.02972315],"study_design_scores_gemma":[0.000009528168,0.000006323451,0.0001535604,0.0001177201,0.000002903315,0.00002396252,0.00003372798,0.00004338364,0.0001009056,0.0007414985,0.9987603,0.000006204013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001749731,0.02342678,0.01131804,0.05175067,0.1269065,0.001163087,0.07556766,0.01253423,0.6955835],"genre_scores_gemma":[0.007763249,0.005998188,0.004718793,0.005084616,0.0129874,0.0004837351,0.03779293,0.006915595,0.9182556],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9944161,"threshold_uncertainty_score":0.5202124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370975579029449,"score_gpt":0.2535846502716136,"score_spread":0.1164870923686688,"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."}}