{"id":"W2587521880","doi":"10.26522/vp.v13i2.1456","title":"Thúy, Kim. Vi","year":2016,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002302172,0.0002364975,0.0002413364,0.00009150466,0.001193695,0.0002313725,0.001206331,0.0003409359,0.01364716],"category_scores_gemma":[0.001485011,0.0001623859,0.0002091714,0.001156339,0.00579339,0.00094155,0.0002692074,0.0002085775,0.00601292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279526,"about_ca_system_score_gemma":0.000809485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009502702,"about_ca_topic_score_gemma":0.004369326,"domain_scores_codex":[0.9953228,0.0008222985,0.0003526834,0.0005762606,0.001540783,0.001385176],"domain_scores_gemma":[0.9973444,0.001319031,0.0001481923,0.0003627706,0.0002003871,0.0006251739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001482439,0.0001222566,0.0040997,0.000016014,0.00004210238,0.00003435077,0.02157355,0.000001075745,0.0007983197,0.4816572,0.1070325,0.3846081],"study_design_scores_gemma":[0.0002195778,0.0000927355,0.001102043,0.0001425819,0.00001327047,0.000001097121,0.003377455,0.00001020869,0.0007916541,0.04268982,0.9512767,0.0002829114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0758301,0.009652641,0.000429039,0.6240737,0.005770043,0.0004469471,0.0001062487,0.0001644379,0.2835268],"genre_scores_gemma":[0.4914149,0.0149895,0.0006081329,0.0004490421,0.003314248,0.00003109768,8.047357e-7,0.00002747236,0.4891648],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8442442,"threshold_uncertainty_score":0.9970931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04436031225066162,"score_gpt":0.3488549498885095,"score_spread":0.3044946376378478,"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."}}