{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000572626,0.0007971537,0.00101719,0.002661914,0.002027709,0.005756449,0.00112636,0.002490688,0.9141096],"category_scores_gemma":[0.002649164,0.0004063767,0.0005470949,0.001846676,0.0005818313,0.001756662,0.001786583,0.001385126,0.863803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161757,"about_ca_system_score_gemma":0.002100602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005605665,"about_ca_topic_score_gemma":0.008327816,"domain_scores_codex":[0.9994685,0.00004577794,0.00002339058,0.0001253191,0.0002590449,0.00007799724],"domain_scores_gemma":[0.9985203,0.0002196305,0.00006738352,0.0001793826,0.0005817807,0.0004315125],"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":[0.00007398247,0.00006860699,0.0001544489,0.0001699068,0.000005152763,0.00004178742,0.00002518844,0.00005943406,0.0006311942,0.009237478,0.8877094,0.1018236],"study_design_scores_gemma":[0.00001541226,0.00001913423,0.000362519,0.00006345157,0.000003022124,0.00002231904,0.00002011625,0.00006417369,0.0001460065,0.0007227935,0.9985574,0.00000373855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003167171,0.000457052,0.0002908581,0.0008400982,0.001664959,0.0001019723,0.002637389,0.0003960033,0.9932949],"genre_scores_gemma":[0.0007217666,0.0001802346,0.0000825789,0.0001414185,0.0001748434,0.00002394193,0.0006803325,0.00009661903,0.9978983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08589041,"threshold_uncertainty_score":0.1225122,"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."}}