{"id":"W4413601106","doi":"10.64628/aap.neynhcw6y","title":"Avec les nouvelles générations, il faut voir autrement les cheminements de carrière – surtout ceux des femmes","year":2023,"lang":"fr","type":"preprint","venue":"","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001068932,0.0005447686,0.0005190647,0.0001633032,0.00144707,0.0006583938,0.0007076767,0.0006009247,0.002052805],"category_scores_gemma":[0.0001174647,0.0005783619,0.0004005731,0.0003944387,0.000854684,0.0007840284,0.0002788641,0.0004077435,0.0006847906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007917259,"about_ca_system_score_gemma":0.000757321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01564284,"about_ca_topic_score_gemma":0.05319741,"domain_scores_codex":[0.9967509,0.0001669736,0.0009739064,0.0006782652,0.0005503116,0.0008796598],"domain_scores_gemma":[0.9985338,0.000253627,0.0003273034,0.0003510277,0.0002245852,0.0003096783],"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":[0.000047153,0.0007752793,0.0923745,0.001309764,0.0009540997,0.00001726176,0.1002757,0.005419475,0.0001012588,0.2674785,0.02408357,0.5071634],"study_design_scores_gemma":[0.001360828,0.0001858206,0.04920061,0.002078663,0.0004954865,0.000005466864,0.1502826,0.003695612,0.007999385,0.05158202,0.7302194,0.00289413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5852644,0.0008417658,0.005851588,0.02248553,0.001663643,0.001349903,0.0004984489,0.0006134217,0.3814313],"genre_scores_gemma":[0.856313,0.005042905,0.002283596,0.0001259825,0.0004484805,0.000258553,0.0005392807,0.00004872928,0.1349394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7061358,"threshold_uncertainty_score":0.9998529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07668866343264451,"score_gpt":0.3021784405534566,"score_spread":0.2254897771208121,"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."}}