{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003115619,0.0002167459,0.0005172116,0.00003074476,0.0001570636,0.00007623681,0.0002762167,0.0001323354,0.006380332],"category_scores_gemma":[0.000278101,0.0002886089,0.0002031938,0.0002404925,0.0002675711,0.0001546796,0.0001974323,0.0002738163,0.04395004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087283,"about_ca_system_score_gemma":0.00002055815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00015331,"about_ca_topic_score_gemma":0.000007974103,"domain_scores_codex":[0.9982383,0.00004999497,0.0006219457,0.0005027255,0.00003170936,0.0005553446],"domain_scores_gemma":[0.9991824,0.0001027178,0.0001916666,0.0002193191,0.00002885482,0.0002750266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001459152,0.00005666954,0.07518342,0.0001115867,0.0001775635,0.00001390921,0.001567335,0.00001864548,9.860115e-7,0.7751789,0.1341073,0.01356905],"study_design_scores_gemma":[0.0004402726,0.0001446242,0.02105177,0.00002137096,0.00002662599,0.000001852524,0.0002720311,0.0006010712,0.000009719259,0.01219317,0.9649039,0.0003335819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1270785,0.2284334,0.0003617987,0.1523859,0.002606785,0.0002192746,0.0007909181,0.00008232559,0.4880411],"genre_scores_gemma":[0.7297385,0.0231911,0.000922461,0.02908189,0.003478129,0.00001790997,0.00003680045,0.0001149264,0.2134182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8307966,"threshold_uncertainty_score":0.9999566,"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."}}