{"id":"W4407801789","doi":"","title":"Se reconvertir professeure-chercheure, un devenir parfois éprouvant","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007253168,0.001214643,0.0005870185,0.001428327,0.002203104,0.005190232,0.0009128111,0.002060442,0.02382417],"category_scores_gemma":[0.02697912,0.0003842939,0.000741999,0.0007025446,0.001858397,0.00478014,0.00248018,0.003112485,0.01068853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373005,"about_ca_system_score_gemma":0.003718869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004479498,"about_ca_topic_score_gemma":0.006412468,"domain_scores_codex":[0.9951569,0.001905673,0.0001940634,0.0006370893,0.001673236,0.0004330492],"domain_scores_gemma":[0.9836812,0.004931371,0.001178525,0.00237985,0.00593074,0.001898323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005880512,0.0007393248,0.03144099,0.0006192942,0.0001537518,0.002929529,0.0128035,0.001262643,0.0160263,0.06173109,0.07616207,0.7955434],"study_design_scores_gemma":[0.0002081598,0.001099094,0.04047621,0.0009810132,0.0001917459,0.01274582,0.01975782,0.009395599,0.02771701,0.05580671,0.8313743,0.0002465356],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3212626,0.01018333,0.2615625,0.07712909,0.009883323,0.0008647543,0.001286488,0.01091019,0.3069176],"genre_scores_gemma":[0.696241,0.003823517,0.08938891,0.006584312,0.002053594,0.0003152585,0.0009705573,0.001217608,0.1994051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02382417,"threshold_uncertainty_score":0.07969975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667253345843436,"score_gpt":0.3856507374159238,"score_spread":0.2189254028315802,"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."}}