{"id":"W1996430264","doi":"10.7202/1006480ar","title":"La situation professionnelle","year":2012,"lang":"fr","type":"article","venue":"Phronesis","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Sociology","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":[0.0011589,0.00009662154,0.0001156325,0.00001548202,0.0005790973,0.00003895086,0.0001872911,0.0001799815,0.002619964],"category_scores_gemma":[0.000167503,0.0000926877,0.00007262231,0.0005692449,0.0004985151,0.0008122651,0.00004732659,0.000110133,0.001197064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823214,"about_ca_system_score_gemma":0.0001393632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611593,"about_ca_topic_score_gemma":0.002273136,"domain_scores_codex":[0.9983213,0.0004198817,0.000136519,0.0001481617,0.000442912,0.00053123],"domain_scores_gemma":[0.9993575,0.0002183259,0.0000824648,0.0001005503,0.00003946817,0.0002017296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008549962,0.0004931492,0.08156819,0.00004423812,0.00002171923,0.000001684948,0.1986218,0.00000510416,0.0001836426,0.2796108,0.1508345,0.2886066],"study_design_scores_gemma":[0.0001207744,0.00001406068,0.2244839,0.00005473857,0.00003521089,9.073125e-7,0.03051005,0.00004613543,0.0001028003,0.002690746,0.7417393,0.0002013546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7899067,0.01811035,0.0004340279,0.0440091,0.007598715,0.0002142544,0.000009474855,0.00006012011,0.1396572],"genre_scores_gemma":[0.9491941,0.0008753361,0.0002555949,0.0002447657,0.002166688,0.00001520608,8.968663e-7,0.00000829054,0.04723907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5909048,"threshold_uncertainty_score":0.9995806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839659411641273,"score_gpt":0.3468994749359916,"score_spread":0.2985028808195789,"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."}}