{"id":"W4402418806","doi":"10.53379/cjcd.2024.390","title":"Quand la transformation numérique croise la pandémie : quelles expériences pour les cadres?","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Career Development","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001293913,0.0003077952,0.0003239905,0.0001627852,0.0005023964,0.0008186257,0.0004999778,0.0003618505,0.002993718],"category_scores_gemma":[0.00007332412,0.0001332001,0.0002036479,0.000576467,0.0002745404,0.0006051495,0.000025757,0.0006425872,0.0001339094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004249514,"about_ca_system_score_gemma":0.003357613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007101058,"about_ca_topic_score_gemma":0.09480266,"domain_scores_codex":[0.9974753,0.0003120324,0.0007171067,0.0002512396,0.0005875066,0.0006567969],"domain_scores_gemma":[0.9981419,0.0003429056,0.0001279769,0.00004143409,0.0004223307,0.0009233823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003844888,0.00006244841,0.008179239,0.0004048253,0.0003852509,0.002648867,0.05027385,0.00006057888,0.002401593,0.02078327,0.1679526,0.746809],"study_design_scores_gemma":[0.0001518718,0.0001020192,0.06722621,0.001199265,0.00002192485,0.0008016566,0.01617944,0.00001623826,0.001887043,0.0006670435,0.9113914,0.0003558842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6972151,0.1091298,0.0003994028,0.1423065,0.002762507,0.0004935451,0.00009810033,0.00004037797,0.04755461],"genre_scores_gemma":[0.9723501,0.002384938,0.0003060155,0.0001116153,0.0005107067,0.00001100974,0.00003253254,0.000004928174,0.02428819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7464531,"threshold_uncertainty_score":0.9995108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502867039339543,"score_gpt":0.2398809996195377,"score_spread":0.2048523292261423,"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."}}