{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001543247,0.001317227,0.001194811,0.001543478,0.0017077,0.005160798,0.002088827,0.002590265,0.02610184],"category_scores_gemma":[0.008794454,0.0007809596,0.001958516,0.001761943,0.002230078,0.004923617,0.003067945,0.003732527,0.009495279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107324,"about_ca_system_score_gemma":0.003287659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009768181,"about_ca_topic_score_gemma":0.009481722,"domain_scores_codex":[0.9977933,0.0004246349,0.0001188283,0.0005420842,0.0008980155,0.0002230672],"domain_scores_gemma":[0.9978716,0.0009695709,0.00007936749,0.0004360529,0.000555739,0.00008767754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002344227,0.0001236335,0.001017305,0.0004560747,0.0001422278,0.0002478858,0.0003676065,0.09247188,0.005152273,0.5105314,0.02989335,0.359362],"study_design_scores_gemma":[0.0001174666,0.0001293869,0.0004343194,0.00009144927,0.00005110171,0.0004060876,0.0001524152,0.6017351,0.004767612,0.2968712,0.09519332,0.00005058628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004551942,0.0005293936,0.9698825,0.001115236,0.0002415551,0.0001260928,0.0003387087,0.001794617,0.02141984],"genre_scores_gemma":[0.1376114,0.001196467,0.8120853,0.000721713,0.0002514601,0.0005027099,0.001280911,0.0009187136,0.04543143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02610184,"threshold_uncertainty_score":0.08731943,"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."}}