{"id":"W4394965499","doi":"10.3917/riges.491.0017","title":"Frances Haugen","year":2024,"lang":"fr","type":"article","venue":"Gestion","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008866726,0.00061919,0.0003626584,0.000905183,0.003460277,0.003255241,0.0004646163,0.001871733,0.06618942],"category_scores_gemma":[0.004691398,0.0001831813,0.0001445777,0.0004136332,0.001194069,0.002179107,0.001500458,0.002620282,0.02928427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002331594,"about_ca_system_score_gemma":0.002224145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519735,"about_ca_topic_score_gemma":0.02763045,"domain_scores_codex":[0.9990783,0.0002268056,0.00002049798,0.0002244391,0.0003328733,0.0001171299],"domain_scores_gemma":[0.998327,0.0003397739,0.00009942213,0.00005849493,0.0006718279,0.000503628],"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":[0.00002704326,0.00001200381,0.0003550939,0.00006243875,0.000002455534,0.00009177087,0.000590236,0.00003868102,0.0001973518,0.0190285,0.9467535,0.03284094],"study_design_scores_gemma":[9.481448e-7,0.00000361175,0.0002123109,0.00005039484,7.276267e-7,0.00007914865,0.0002854031,0.00002111364,0.00006932596,0.0008263465,0.9984455,0.000005145232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004857054,0.08516587,0.003250813,0.395432,0.05741492,0.00003714586,0.0004720885,0.0006205373,0.4527497],"genre_scores_gemma":[0.03235856,0.01874932,0.000909014,0.01814678,0.003267949,0.00003378338,0.0001236089,0.0002165295,0.9261944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06618942,"threshold_uncertainty_score":0.2214257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.222298055553652,"score_gpt":0.3150110628451301,"score_spread":0.09271300729147819,"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."}}