{"id":"W2554458194","doi":"","title":"Kamel Béji, Bruno Bourassa, Geneviève Fournier (Dirs.), La précarité du travail : une réalité aux multiples visages, Laval, Éditions des Presses de l'Université Laval (PUL), (Trajectoires professionnelles et marché du travail contemporain), 2003","year":2005,"lang":"fr","type":"article","venue":"Formation emploi","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002156996,0.0005064824,0.0005397825,0.0001409563,0.003213819,0.0005095521,0.000860204,0.0005081479,0.001133184],"category_scores_gemma":[0.0008844264,0.0005037603,0.0003142685,0.001394144,0.001914512,0.0035806,0.0001559674,0.0005438675,0.0001876968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006308084,"about_ca_system_score_gemma":0.001546992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1061345,"about_ca_topic_score_gemma":0.2030544,"domain_scores_codex":[0.9946426,0.001643759,0.0008538369,0.000555861,0.001174939,0.001128972],"domain_scores_gemma":[0.9971757,0.0006260643,0.0007308805,0.0003158116,0.0006447813,0.0005067891],"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":[0.000108617,0.0007556332,0.0376831,0.0002700422,0.0001459891,0.0000339097,0.1545361,0.0007288232,0.0005819587,0.01255236,0.7165666,0.07603692],"study_design_scores_gemma":[0.001509437,0.0001844575,0.2697714,0.0006753078,0.000142621,0.00004086459,0.06198099,0.002687299,0.000411568,0.002328341,0.6594816,0.0007861466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7996343,0.05653187,0.005657859,0.119478,0.001438003,0.001786902,0.001188209,0.0004154129,0.0138694],"genre_scores_gemma":[0.9012203,0.07416901,0.002278402,0.0008132463,0.001073103,0.0001043516,0.0001540018,0.00005842601,0.02012911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2320883,"threshold_uncertainty_score":0.9997799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536735692422987,"score_gpt":0.2794897520412727,"score_spread":0.2541223951170429,"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."}}