{"id":"W3108483049","doi":"","title":"Gestion des compétences des salariés et Buidling Information Modeling (BIM)","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Systems engineering; Engineering","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":[0.003571004,0.001023883,0.0007324887,0.00116089,0.0006529904,0.004026182,0.0006880951,0.001319439,0.003831146],"category_scores_gemma":[0.01318884,0.0004331779,0.0008320695,0.001081981,0.0009989195,0.003121214,0.002271828,0.001619404,0.0008852893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791647,"about_ca_system_score_gemma":0.001947841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02138735,"about_ca_topic_score_gemma":0.01160974,"domain_scores_codex":[0.9968637,0.001445533,0.0001067139,0.0005778431,0.0007788948,0.0002273923],"domain_scores_gemma":[0.996912,0.001829416,0.000266904,0.0002476447,0.0004928559,0.0002511514],"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":[0.0009192817,0.0007089886,0.03632566,0.0005942754,0.0002392399,0.0004656267,0.006285842,0.2525007,0.02073824,0.2097029,0.004562114,0.4669572],"study_design_scores_gemma":[0.00005465319,0.0002985544,0.02999982,0.0001870159,0.00005689757,0.0002065176,0.002342995,0.8846336,0.007892897,0.06798172,0.006259443,0.00008593103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.333816,0.0004391964,0.6457722,0.001108204,0.00009677052,0.0001148828,0.0005907743,0.0008471276,0.01721486],"genre_scores_gemma":[0.8994818,0.0001920956,0.09433867,0.00004736587,0.00001678645,0.0001216293,0.0004705711,0.0001005657,0.005230469],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02138735,"threshold_uncertainty_score":0.04252571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297463439336139,"score_gpt":0.2597337917560265,"score_spread":0.2299874478224126,"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."}}