{"id":"W1606600331","doi":"10.7202/1016393ar","title":"Présentation","year":2013,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.00183467,0.0002582461,0.0003691141,0.00003166897,0.0007304674,0.0001362214,0.0004101364,0.0007623697,0.02630431],"category_scores_gemma":[0.0008202033,0.0002488179,0.000317339,0.0002427092,0.001565542,0.0009863202,0.000120453,0.0005938165,0.005452426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092631,"about_ca_system_score_gemma":0.0003600677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007492973,"about_ca_topic_score_gemma":0.000101219,"domain_scores_codex":[0.9959593,0.001929996,0.0004552261,0.0004107174,0.0004244698,0.0008202609],"domain_scores_gemma":[0.9981291,0.000903825,0.0002547643,0.0002737629,0.0002617718,0.0001767689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006141848,0.0002565552,0.01414577,0.00007643551,0.0001168879,0.000003230317,0.03505135,0.00001028318,0.000179773,0.4030161,0.5027553,0.04438216],"study_design_scores_gemma":[0.0005853993,0.0001612525,0.04758167,0.00004040951,0.00006150037,8.322339e-7,0.06750803,0.0001086033,0.00008991462,0.7798273,0.103456,0.0005790522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2263939,0.004939223,0.0005325977,0.3049223,0.04730969,0.001041822,0.00005152048,0.0003607199,0.4144483],"genre_scores_gemma":[0.930666,0.004601406,0.000791542,0.008221356,0.003117249,0.0001063553,0.00005056007,0.00002817652,0.0524173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7042722,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3582380349965617,"score_gpt":0.5250749650617433,"score_spread":0.1668369300651816,"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."}}