{"id":"W4252109729","doi":"10.4000/books.pur.40624","title":"Les auteurs","year":2011,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Rennes eBooks","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.0000926945,0.0007533367,0.0005851734,0.0003716337,0.001476841,0.0001903358,0.0007086318,0.000585551,0.0140158],"category_scores_gemma":[0.00001247102,0.0008058032,0.0005096481,0.0000105118,0.001827296,0.0002661351,0.0002551014,0.0008651316,0.0002303689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784267,"about_ca_system_score_gemma":0.0001578145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476055,"about_ca_topic_score_gemma":0.001893264,"domain_scores_codex":[0.9980302,0.0001001821,0.0003614924,0.0006396411,0.0002444954,0.0006239669],"domain_scores_gemma":[0.9982852,0.0001671702,0.0003802833,0.0005871228,0.0002525898,0.0003276033],"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":[0.00017218,0.0000385806,0.00008613908,0.0004252844,0.0004332607,0.0006675996,0.01395934,0.000003992264,0.00001609843,0.9304203,0.0136165,0.04016076],"study_design_scores_gemma":[0.0002831749,0.0002196462,0.00004180654,0.0006863247,0.0006902275,0.00004896531,0.0006368549,0.000003868064,0.00003334207,0.04628031,0.9502252,0.0008502683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009488001,0.009976622,0.00004392585,0.0001837406,0.001275433,0.0003104559,0.0006626284,0.0002373771,0.986361],"genre_scores_gemma":[0.3194691,0.0005021645,0.000101867,0.00007794918,0.0009420617,0.000004741294,0.00009399792,0.000103619,0.6787045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9366087,"threshold_uncertainty_score":0.9998231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916954046514559,"score_gpt":0.189439376330661,"score_spread":0.1602698358655154,"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."}}