{"id":"W7115418647","doi":"","title":"Évaluation du travail non déclaré au Québec","year":2025,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; General interest; Paid work","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":[0.004832759,0.0005364119,0.0005162245,0.00262976,0.001925655,0.002931241,0.001045506,0.0004867254,0.007823632],"category_scores_gemma":[0.01070758,0.0002571788,0.0006390939,0.00594303,0.0007832425,0.001032559,0.0009024459,0.0008400757,0.0007940014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02819033,"about_ca_system_score_gemma":0.02841272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853,"about_ca_topic_score_gemma":0.990319,"domain_scores_codex":[0.9969578,0.0007506339,0.0001084911,0.000345216,0.001452405,0.000385418],"domain_scores_gemma":[0.9818655,0.002227936,0.0009506496,0.0004821227,0.01370643,0.000767372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005483436,0.000272954,0.7550848,0.001012749,0.0007397039,0.0003719866,0.007905055,0.01764652,0.001781384,0.007697424,0.02598442,0.1809546],"study_design_scores_gemma":[0.00003222679,0.0002369139,0.9136992,0.0005752263,0.000293055,0.00004521408,0.01237271,0.0153569,0.001707896,0.0004841358,0.05510213,0.00009440686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8714136,0.006210064,0.0110396,0.003922918,0.0001593385,0.0005168606,0.0185003,0.0002022439,0.0880351],"genre_scores_gemma":[0.9396647,0.002577668,0.00694965,0.0005457519,0.00003049574,0.000230498,0.007603241,0.00005617263,0.04234175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02819033,"threshold_uncertainty_score":0.2045361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346267434272059,"score_gpt":0.2000152689930768,"score_spread":0.1865525946503562,"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."}}