{"id":"W4403508075","doi":"10.16995/dscn.11059","title":"Title Pending 11059","year":2024,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002696158,0.0001927902,0.0003869881,0.0001386195,0.0001592452,0.0004265091,0.0001520741,0.00008674496,0.007436207],"category_scores_gemma":[0.0001001046,0.0002290364,0.000202572,0.0002058066,0.0002708774,0.0004918425,0.000251445,0.0001473364,0.09810548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189224,"about_ca_system_score_gemma":0.00002982075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000335829,"about_ca_topic_score_gemma":0.000008896783,"domain_scores_codex":[0.998727,0.000005631558,0.0003607192,0.0005079909,0.00003125358,0.0003674325],"domain_scores_gemma":[0.9995657,0.0000866207,0.00007672823,0.0001875801,0.00002725354,0.00005606831],"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":[0.000001913261,0.00003820089,0.0002208795,0.0001965568,0.0004470251,0.00003616038,0.0285594,0.000008651415,3.282356e-7,0.04617972,0.9134466,0.01086454],"study_design_scores_gemma":[0.00008435423,0.00001768734,0.00002323274,0.000133073,2.836732e-7,0.000007796471,0.06193188,0.0004000925,0.000008363362,0.01238127,0.9247681,0.0002438109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00294872,0.1811502,0.0002245481,0.002425105,0.01820312,0.00009527351,0.0009914876,0.00007649755,0.7938851],"genre_scores_gemma":[0.3024598,0.008735177,0.000009920318,0.0000782834,0.0004767429,0.00001243542,0.00001439772,0.00002540091,0.6881879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.299511,"threshold_uncertainty_score":0.9934711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05596603874310936,"score_gpt":0.24795636050377,"score_spread":0.1919903217606606,"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."}}