{"id":"W2774401503","doi":"10.7202/1048859ar","title":"La pyramide algorithmique","year":2017,"lang":"fr","type":"article","venue":"Sens public","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Sociology","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002391516,0.0005305628,0.000563023,0.0002182029,0.001270188,0.00651857,0.004408884,0.0005460166,0.0002826313],"category_scores_gemma":[0.001801665,0.0005694843,0.0003087605,0.0003780156,0.001643532,0.00282768,0.003454966,0.0009996436,0.00123284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283199,"about_ca_system_score_gemma":0.0008342284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328337,"about_ca_topic_score_gemma":0.0005233118,"domain_scores_codex":[0.9951543,0.0007513255,0.0005832638,0.001370821,0.0007066248,0.001433691],"domain_scores_gemma":[0.9931221,0.00056599,0.0004655523,0.00452272,0.0006552365,0.0006684001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001905867,0.0003478385,0.00190063,0.00006311503,0.00006206476,0.0005536978,0.0007342542,0.00003625046,0.00003474885,0.2044079,0.006569903,0.7852877],"study_design_scores_gemma":[0.000622967,0.0001531103,0.04760772,0.00007110807,0.00002318063,0.0007853729,0.00005612033,0.2668707,0.0001833429,0.05591639,0.6269428,0.0007671754],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02532426,0.004780274,0.5395805,0.2793477,0.02141134,0.000918934,0.00008122769,0.001043716,0.127512],"genre_scores_gemma":[0.868507,0.0002375445,0.0998266,0.001031636,0.003352463,0.0000271769,0.0000102871,0.00008051536,0.02692678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8431827,"threshold_uncertainty_score":0.9996757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07673374419306683,"score_gpt":0.3048538685620542,"score_spread":0.2281201243689874,"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."}}