{"id":"W1542399474","doi":"10.4000/sociologies.4384","title":"Choisir son licenciement ?","year":2021,"lang":"fr","type":"article","venue":"SociologieS","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Layoff; Humanities; Political science; Economics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002222136,0.0001699745,0.0002428754,0.00002607053,0.000915791,0.00005777056,0.0002694806,0.0004197194,0.001939963],"category_scores_gemma":[0.002510043,0.0001840997,0.0001791007,0.0003019262,0.003354587,0.0002100143,0.00008114198,0.0003406738,0.0004640635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674783,"about_ca_system_score_gemma":0.001025829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002870093,"about_ca_topic_score_gemma":0.0001338322,"domain_scores_codex":[0.997142,0.001372453,0.0002806878,0.0003880896,0.0002418511,0.0005748912],"domain_scores_gemma":[0.9970239,0.002205605,0.0001414047,0.0002134665,0.0003183288,0.00009733821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001062707,0.0001831756,0.01273612,0.00004615025,0.00012144,0.000004183275,0.1221725,0.00001562428,0.0001400228,0.8059067,0.03958542,0.01908761],"study_design_scores_gemma":[0.0001207656,0.00003485297,0.02458237,0.00004170954,0.00003436555,0.000001942415,0.4709038,0.000003948045,0.00007191189,0.04938067,0.4546281,0.0001955534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4077801,0.06231163,0.000208381,0.3371006,0.0217858,0.0002287094,0.00004334587,0.0002365275,0.1703049],"genre_scores_gemma":[0.8883164,0.03067712,0.006838595,0.003316701,0.00919082,0.00006580477,0.00009996704,0.00001977156,0.06147482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.756526,"threshold_uncertainty_score":0.9993577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.40874971200958,"score_gpt":0.505642934486844,"score_spread":0.09689322247726406,"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."}}