{"id":"W4396504163","doi":"10.54932/olkn7524","title":"Évaluation des compétences numériques dans les emplois au Québec et au Canada","year":2024,"lang":"fr","type":"report","venue":"","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003894854,0.0004324923,0.0004684392,0.003805844,0.004707894,0.00404662,0.000769201,0.0005653471,0.008327765],"category_scores_gemma":[0.01057099,0.0002202522,0.0003188797,0.004675825,0.001903289,0.001234978,0.001733275,0.0006338967,0.0008249088],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0459422,"about_ca_system_score_gemma":0.05370971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9812067,"about_ca_topic_score_gemma":0.9893874,"domain_scores_codex":[0.9968055,0.0004775316,0.0001197829,0.0002588346,0.001754414,0.0005839106],"domain_scores_gemma":[0.988291,0.001341178,0.0005453482,0.0002099837,0.008479131,0.001133348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005695719,0.0005710598,0.4065109,0.000880185,0.0001126843,0.0007128934,0.1532859,0.00548646,0.00560571,0.01112952,0.02382491,0.3913101],"study_design_scores_gemma":[0.00001782752,0.0001539772,0.8428331,0.0003016281,0.00003845384,0.00006516188,0.08952125,0.002926019,0.001715402,0.0004559232,0.06189584,0.00007558406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9328229,0.0007869409,0.003060845,0.0008462348,0.00004364616,0.0002082335,0.001215165,0.00008693438,0.06092917],"genre_scores_gemma":[0.9490101,0.0007128104,0.003236509,0.00009382828,0.000008001,0.0001647636,0.0008103108,0.00003008569,0.04593364],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9540578,"threshold_uncertainty_score":0.3333356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06619701742879619,"score_gpt":0.2662720158081574,"score_spread":0.2000749983793612,"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."}}