{"id":"W6982872127","doi":"","title":"La classification des offres d'emplois par apprentissage machine, par Annette Casagrande (Vendredis Quanti, 4 octobre 2019)","year":2019,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Ethnography; Nonconformist","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":[],"consensus_categories":[],"category_scores_codex":[0.001436732,0.0009235528,0.0006042168,0.00379354,0.001342861,0.004978732,0.001007331,0.001243475,0.1054281],"category_scores_gemma":[0.004587736,0.0004295052,0.0006451421,0.003021046,0.0006278621,0.002586697,0.001601515,0.001335281,0.09015702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627843,"about_ca_system_score_gemma":0.00214983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04845971,"about_ca_topic_score_gemma":0.08155572,"domain_scores_codex":[0.9984899,0.0001175817,0.00007018703,0.0002720079,0.0008819825,0.0001682621],"domain_scores_gemma":[0.9975616,0.0004001693,0.0001887865,0.0002190133,0.001345916,0.0002844852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002235119,0.00003904804,0.0044621,0.0003209599,0.00001591732,0.000198576,0.0003810643,0.0008167417,0.003058024,0.00322752,0.6378849,0.3493715],"study_design_scores_gemma":[0.000009362675,0.00004745983,0.0133251,0.0002223167,0.00001357702,0.0002230102,0.0005512796,0.002431417,0.003898069,0.000920924,0.9783031,0.0000543555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.05287699,0.01737919,0.08249775,0.01385166,0.007927597,0.001136318,0.1162704,0.04042512,0.667635],"genre_scores_gemma":[0.07559694,0.006511765,0.06433837,0.0009975192,0.0007709665,0.0004034394,0.06790023,0.006198382,0.7772825],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1054281,"threshold_uncertainty_score":0.3526921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247099063750319,"score_gpt":0.2616124535441675,"score_spread":0.2369025471691356,"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."}}