{"id":"W6926456063","doi":"10.25318/9810044301-fra","title":"Profession (catégorie de formation, étude, expérience et responsabilités - FEER), selon le statut d’immigrant et la période d’immigration, le plus haut niveau de scolarité, le principal domaine d’études (STIM et SACHES, général) et le lieu des études : Canada, provinces et territoires","year":2022,"lang":"fr","type":"dataset","venue":"Statistics Canada Dissemination","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Context (archaeology); Immigration; Subject (documents)","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"],"consensus_categories":[],"category_scores_codex":[0.004734183,0.001026153,0.001067228,0.0003408758,0.001915446,0.0004403334,0.0008760803,0.0004845183,0.000177322],"category_scores_gemma":[0.00567998,0.001032793,0.0001075759,0.0007261616,0.0005343499,0.001215896,0.000447201,0.001880334,0.000001155063],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004854053,"about_ca_system_score_gemma":0.0856733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829645,"about_ca_topic_score_gemma":0.9993659,"domain_scores_codex":[0.9910185,0.003073409,0.001591352,0.001270563,0.001792346,0.001253885],"domain_scores_gemma":[0.9938089,0.002655378,0.001182167,0.0008884816,0.0009013188,0.0005637645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001281702,0.001200307,0.000350429,0.004362608,0.0002785466,0.0006823897,0.01253963,0.001480954,0.01594928,0.09896576,0.8586551,0.004253292],"study_design_scores_gemma":[0.003015731,0.0009393492,0.0370635,0.004595333,0.0006437759,0.000505042,0.05122349,0.002380817,0.01887213,0.001173707,0.8770157,0.002571433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1059341,0.003392235,0.008641705,0.0562139,0.00103653,0.004294319,0.8201244,0.0001480024,0.0002147254],"genre_scores_gemma":[0.5775929,0.001478223,0.01148813,0.001415397,0.00009957104,0.0001796269,0.4068184,0.0001062898,0.0008214324],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4716588,"threshold_uncertainty_score":0.9993839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00889106764950931,"score_gpt":0.266798115814587,"score_spread":0.2579070481650777,"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."}}