{"id":"W7108641351","doi":"10.59876/a-e1ks-td6c","title":"En quête d'habilitation : l'écriture spiralée comme réparation de soi","year":2025,"lang":"en","type":"article","venue":"Management international","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Normative; Writing process; Process (computing); Academic writing; Work (physics)","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":[0.01317569,0.000850881,0.0004238446,0.002126598,0.00915631,0.01129775,0.0009955652,0.001742992,0.004698887],"category_scores_gemma":[0.02282746,0.0003710814,0.0005798017,0.001555223,0.01685704,0.008233313,0.005029895,0.004023774,0.0008163817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005495727,"about_ca_system_score_gemma":0.004631232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090536,"about_ca_topic_score_gemma":0.01120924,"domain_scores_codex":[0.9863463,0.009971528,0.0002500028,0.0009586923,0.001820453,0.000653112],"domain_scores_gemma":[0.9808916,0.01169795,0.001599396,0.00248935,0.002134151,0.00118749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005894819,0.00003861723,0.003307454,0.0001185,0.00001352587,0.0007102587,0.8594288,0.0001795753,0.002245945,0.1002716,0.002847869,0.03077904],"study_design_scores_gemma":[0.00001624107,0.000140969,0.00739445,0.0004361611,0.00001960236,0.002035036,0.5643572,0.0008511227,0.003615349,0.02347221,0.3975774,0.0000842075],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6609755,0.004863498,0.07130276,0.0329573,0.001040867,0.0004645594,0.0003151858,0.0007349525,0.2273453],"genre_scores_gemma":[0.9595473,0.0009258511,0.01077013,0.0007182427,0.0001434359,0.0001448885,0.00006117579,0.0002395595,0.02744942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317569,"threshold_uncertainty_score":0.06968051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140228344166544,"score_gpt":0.4876068324429732,"score_spread":0.3473784882764293,"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."}}