{"id":"W7104283909","doi":"10.71781/5517","title":"Prise en compte de l’apprentissage informel dans le développement des professionnels en ressources humaines et dans les pratiques de formation en entreprise","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public information; Poison control; Occupational training","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004671788,0.0006844536,0.0006495219,0.0004581409,0.00160333,0.0007345327,0.001283731,0.0009121695,0.005122245],"category_scores_gemma":[0.0003714131,0.0006937312,0.0001439591,0.0003265998,0.0001576348,0.001108749,0.0003331617,0.0008663411,0.0003342794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009530845,"about_ca_system_score_gemma":0.00123262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006506958,"about_ca_topic_score_gemma":0.009844606,"domain_scores_codex":[0.9939349,0.002629603,0.001407615,0.0006941725,0.0005286685,0.0008050592],"domain_scores_gemma":[0.9973572,0.0006436272,0.00101578,0.0005255131,0.0002784251,0.0001794066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004392978,0.0004170798,0.06771457,0.0007636485,0.0002778471,0.00001381526,0.8059225,0.0004782054,0.006894678,0.0003161132,0.00148174,0.1152805],"study_design_scores_gemma":[0.002884064,0.0002286543,0.455681,0.004458896,0.0003732716,0.00002143759,0.4444371,0.00363646,0.0443545,0.0005772316,0.04235893,0.0009883738],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069428,0.0002484692,0.006718795,0.0009346381,0.0003796066,0.002823972,0.00008879061,0.00002135108,0.0818416],"genre_scores_gemma":[0.8240263,0.001160126,0.02875388,0.0001009373,0.0002431003,0.001228037,0.009838677,0.00008787529,0.134561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3879665,"threshold_uncertainty_score":0.9996964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07701268593335074,"score_gpt":0.399410008870989,"score_spread":0.3223973229376382,"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."}}