{"id":"W7135084318","doi":"10.7202/1123715ar","title":"Enquêter pour proposer","year":2025,"lang":"fr","type":"article","venue":"Revue du CREMIS","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Service (business); Order (exchange); Work (physics); Subject (documents)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003026355,0.0001152033,0.0001732412,0.00004292783,0.0004171279,0.00006134412,0.0001623203,0.0001248018,0.003777952],"category_scores_gemma":[0.0002853474,0.000116014,0.0001143311,0.0003840823,0.0002643316,0.000103735,0.00006074475,0.0001195081,0.001313288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253491,"about_ca_system_score_gemma":0.0001682614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007631709,"about_ca_topic_score_gemma":0.0009260671,"domain_scores_codex":[0.9990561,0.0001382819,0.0001944456,0.0002172907,0.0001208185,0.0002730664],"domain_scores_gemma":[0.9994991,0.00009493244,0.0000546207,0.0001485164,0.0001355877,0.00006727676],"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":[0.000007936417,0.00009615945,0.009302937,0.0001998521,0.00007304989,0.00001064601,0.01289629,0.000004537445,0.000102662,0.3337393,0.5940686,0.04949795],"study_design_scores_gemma":[0.0001397157,0.00001074439,0.001404773,0.0002095858,0.00004299273,0.000001338536,0.00347311,0.0001303724,0.0001513134,0.003074623,0.9912413,0.0001201458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01016296,0.01545414,0.0004369895,0.1887535,0.002455954,0.000259265,0.00001068267,0.00006078832,0.7824057],"genre_scores_gemma":[0.2303817,0.006608853,0.0004111,0.001673642,0.001279756,0.00002166437,0.000002601892,0.000007362454,0.7596133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3971726,"threshold_uncertainty_score":0.9994643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687100620239924,"score_gpt":0.3006904843757598,"score_spread":0.2838194781733606,"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."}}