{"id":"W7029128154","doi":"","title":"Immigration temporaire et précarité : le cas de l'emploi manufacturier dans Chaudière-Appalaches","year":2022,"lang":"fr","type":"other","venue":"","topic":"Diverse Interdisciplinary Research Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social mobilization; Ethnic discrimination; Social justice","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001024909,0.0007048959,0.0006634719,0.0004041692,0.0008969706,0.0006073538,0.002027897,0.0002808814,0.02196259],"category_scores_gemma":[0.0000969923,0.000660405,0.0003764193,0.0004711243,0.0004914065,0.0007402058,0.005312581,0.0009243051,0.001010214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062038,"about_ca_system_score_gemma":0.001083364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01080618,"about_ca_topic_score_gemma":0.02990118,"domain_scores_codex":[0.9953467,0.0006464424,0.0004943179,0.001335705,0.001150736,0.00102616],"domain_scores_gemma":[0.997875,0.0002044379,0.0002828191,0.001190148,0.0001480759,0.0002995115],"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":[0.00005303487,0.0009681564,0.05072718,0.000459569,0.001202975,0.001698755,0.06139988,0.0003166675,0.0002441893,0.2450187,0.6147323,0.02317865],"study_design_scores_gemma":[0.0005698053,0.0004665012,0.06024728,0.0001589212,0.00006029256,0.0001575485,0.007402502,0.004441681,0.0006250932,0.004292559,0.9205301,0.001047738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003297126,0.0008086575,0.03167349,0.03605364,0.0009790062,0.001028285,0.0001516102,0.0003647197,0.9256434],"genre_scores_gemma":[0.04572086,0.0002515057,0.005652014,0.0006554173,0.0002795092,0.000326308,0.00009675632,0.0001710967,0.9468465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3057978,"threshold_uncertainty_score":0.9997676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913868458039737,"score_gpt":0.2981509795179629,"score_spread":0.2690122949375655,"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."}}