{"id":"W2774368938","doi":"10.7202/1048864ar","title":"Romeo Castellucci, Anne Imhof","year":2017,"lang":"fr","type":"article","venue":"Sens public","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Philosophy","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":[0.0009031252,0.0002052011,0.0002937876,0.00006853998,0.003689277,0.0005536201,0.0006518106,0.000191198,0.002754694],"category_scores_gemma":[0.001036685,0.000215862,0.0001359704,0.0002246771,0.001827949,0.0009053844,0.0002084727,0.0002279713,0.002037629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573788,"about_ca_system_score_gemma":0.0003683366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405947,"about_ca_topic_score_gemma":0.01533887,"domain_scores_codex":[0.9978306,0.0002261975,0.000277677,0.000406931,0.0004325875,0.0008259575],"domain_scores_gemma":[0.998117,0.0001274222,0.000211456,0.0007916716,0.000376933,0.0003755766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004731797,0.0004054057,0.02457323,0.0000859904,0.0001628347,0.00002385569,0.06199846,6.321626e-7,0.000010096,0.1728526,0.6791356,0.06074659],"study_design_scores_gemma":[0.0001609409,0.00003707015,0.03510459,0.00002420592,0.0000302173,0.000006420112,0.02034046,0.00002254712,0.00000698194,0.005309916,0.9387134,0.0002432898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.25842,0.07371741,0.000005801067,0.3221313,0.01598601,0.0002208141,0.00005484539,0.00006626771,0.3293975],"genre_scores_gemma":[0.8097709,0.003328698,0.00007942979,0.0004581719,0.003773561,0.000006971469,0.000007441157,0.00001508856,0.1825598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5513508,"threshold_uncertainty_score":0.9987394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0840577426100561,"score_gpt":0.3487529111559451,"score_spread":0.264695168545889,"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."}}