{"id":"W4205113253","doi":"10.7202/1083975ar","title":"Penser la formation, l’insertion professionnelle et l’exercice d’une profession dans le cadre d’un développement durable des ressources humaines : enjeux et perspectives dans un monde sous tension","year":2021,"lang":"fr","type":"article","venue":"Phronesis","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Sociology; 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"],"consensus_categories":[],"category_scores_codex":[0.001850934,0.0003816178,0.0004319923,0.00006331143,0.005370894,0.0002626968,0.0004371754,0.0003480382,0.0005843835],"category_scores_gemma":[0.0005690431,0.000346707,0.0001987752,0.00163068,0.00120004,0.00201124,0.0002422474,0.0003804913,0.00005932347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621164,"about_ca_system_score_gemma":0.0006479491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04595117,"about_ca_topic_score_gemma":0.04305664,"domain_scores_codex":[0.9947339,0.002056448,0.0005620304,0.0007505303,0.001089395,0.0008076472],"domain_scores_gemma":[0.9977834,0.0003601304,0.0005349731,0.0003470696,0.0007492358,0.0002251809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007463445,0.0009736306,0.01084058,0.0002117789,0.00005565831,0.00005384979,0.9184942,0.0002250458,0.0362784,0.01885654,0.007662115,0.006273511],"study_design_scores_gemma":[0.0006667204,0.00006901698,0.2262903,0.0007521202,0.00009102399,0.00002091695,0.7291045,0.0004090641,0.01653487,0.01877134,0.006794423,0.0004956895],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8568697,0.007372866,0.002283277,0.1236046,0.0007424079,0.0004961824,0.00003046785,0.0001191848,0.008481342],"genre_scores_gemma":[0.9654673,0.01743314,0.001954977,0.0004089059,0.0002453699,0.0001076152,0.00002696502,0.00004208585,0.01431369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2154497,"threshold_uncertainty_score":0.9998985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629840683105837,"score_gpt":0.3198570466236197,"score_spread":0.2835586397925614,"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."}}