{"id":"W6964222859","doi":"10.25318/9810043501-fra","title":"Situation d’activité, selon la minorité visible, le plus haut niveau de scolarité, le principal domaine d’études (STIM et SACHES, général) et le statut d’immigrant : Canada, provinces et territoires, régions métropolitaines de recensement et agglomérations de recensement y compris les parties","year":2022,"lang":"fr","type":"dataset","venue":"Statistics Canada Dissemination","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Identity (music); Subject (documents); Field (mathematics)","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":[0.0008106086,0.001784403,0.0009716706,0.004210411,0.001423105,0.002050852,0.002395401,0.001474285,0.01110072],"category_scores_gemma":[0.005133302,0.0004021652,0.0008642701,0.009027643,0.0006253628,0.0009595475,0.001177359,0.001891333,0.01278329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008654959,"about_ca_system_score_gemma":0.01236285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8297037,"about_ca_topic_score_gemma":0.9137518,"domain_scores_codex":[0.9988386,0.00008613522,0.0001101712,0.000233026,0.0004181396,0.0003139646],"domain_scores_gemma":[0.9968182,0.0003900471,0.0002209739,0.0004011226,0.001814719,0.0003548528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006403791,0.0000353739,0.008754916,0.000288547,0.00002797689,0.0000341261,0.00008651573,0.000442973,0.0001220778,0.0008065922,0.9847596,0.004577223],"study_design_scores_gemma":[0.00011708,0.00001726952,0.06400619,0.0002861952,0.00003755471,0.0001191592,0.0008424809,0.001453213,0.000662746,0.0009825577,0.9314181,0.0000574579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001156437,0.00007301769,0.00007649167,0.0001350155,0.00002913028,0.00001716197,0.9968285,0.0001518274,0.001532306],"genre_scores_gemma":[0.002740199,0.0000926092,0.0003695915,0.00003619169,0.000008530009,0.00004646073,0.9947826,0.00002681532,0.001896938],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1702963,"threshold_uncertainty_score":0.3425983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296541962581826,"score_gpt":0.2672666141824679,"score_spread":0.2543011945566497,"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."}}