{"id":"W4244169084","doi":"10.7202/1059495ar","title":"Liminaire","year":2018,"lang":"fr","type":"article","venue":"Les ateliers de l éthique","topic":"Historical and Political Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004273085,0.0001627102,0.0002107511,0.00002445964,0.001026631,0.00003888534,0.0002497646,0.000476735,0.001691075],"category_scores_gemma":[0.0004546125,0.0001562732,0.000125434,0.0003255034,0.003085877,0.00009291185,0.00007354705,0.0003841365,0.003840162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007155687,"about_ca_system_score_gemma":0.0001314458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009406246,"about_ca_topic_score_gemma":0.003800181,"domain_scores_codex":[0.9981537,0.0003608956,0.0001945097,0.0002435029,0.0002203352,0.0008270496],"domain_scores_gemma":[0.9990471,0.0002349106,0.00004817847,0.0001357376,0.000150785,0.0003833068],"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":[0.00001219501,0.00006709437,0.001202854,0.00004297625,0.00003310123,0.00002645323,0.02392175,4.671676e-7,0.00001775728,0.8227569,0.08359674,0.06832168],"study_design_scores_gemma":[0.00007327132,0.000179221,0.000917294,0.00005998605,0.00003263637,0.000003874548,0.001264983,0.00002738292,0.0001300523,0.07188358,0.9252281,0.0001996161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02274646,0.01211425,0.0006703121,0.07316355,0.003051094,0.0001201919,0.00001253088,0.000104848,0.8880168],"genre_scores_gemma":[0.7693736,0.002848275,0.001065033,0.007159452,0.005077827,0.00001351075,0.000001139578,0.00002049542,0.2144407],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8416314,"threshold_uncertainty_score":0.9996272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626284387724459,"score_gpt":0.3144793861913293,"score_spread":0.2782165423140847,"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."}}