{"id":"W4248273044","doi":"10.4000/ethiquepublique.2964","title":"Présentation","year":2017,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003813134,0.0002248694,0.0002076817,0.00009353941,0.002413027,0.002242628,0.0004772546,0.000293153,0.004004216],"category_scores_gemma":[0.0002423351,0.0002311966,0.0001437108,0.00001661292,0.0008134695,0.002031146,0.00007981496,0.0006655584,0.0003341534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236657,"about_ca_system_score_gemma":0.0002252003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155652,"about_ca_topic_score_gemma":0.002741654,"domain_scores_codex":[0.9987426,0.0001566777,0.0002585523,0.0003106657,0.0001638013,0.0003677011],"domain_scores_gemma":[0.9983827,0.00005432034,0.0003382163,0.0007362814,0.0003122417,0.0001761977],"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":[0.00001916201,0.00007403833,0.0005682447,0.0001175564,0.00002950989,0.00004637938,0.008484516,9.165484e-7,0.000009523817,0.8064017,0.1820898,0.00215867],"study_design_scores_gemma":[0.0002273246,0.00007074008,0.001886793,0.0001261316,0.00003202573,0.00001630385,0.0004027618,0.00001825349,0.00004372129,0.02001249,0.9768857,0.0002776905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009075745,0.007674277,0.00006229293,0.1090177,0.02188842,0.0003478078,0.0002789591,0.0001054799,0.8515493],"genre_scores_gemma":[0.3553104,0.0002482669,0.0001904566,0.0106674,0.01355188,0.00005986925,0.00008137376,0.00004657458,0.6198438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.794796,"threshold_uncertainty_score":0.9988857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606291182908456,"score_gpt":0.2428302571857685,"score_spread":0.2267673453566839,"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."}}