{"id":"W2897616003","doi":"10.7202/1059056ar","title":"Des bibliothécaires de génie","year":2018,"lang":"fr","type":"article","venue":"Sens public","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":[0.004264432,0.0007265889,0.0007168559,0.008069874,0.01097063,0.02068324,0.00108149,0.002664633,0.04308896],"category_scores_gemma":[0.01228243,0.0005338813,0.0005294692,0.01067126,0.01537631,0.01425508,0.006022391,0.005734407,0.0122473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01433186,"about_ca_system_score_gemma":0.01173865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01690266,"about_ca_topic_score_gemma":0.02157715,"domain_scores_codex":[0.9920624,0.003141436,0.0005203029,0.001196151,0.002368432,0.0007111962],"domain_scores_gemma":[0.9917163,0.001822693,0.001081378,0.001603447,0.002977209,0.0007990203],"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":[0.00002522896,0.00001327519,0.0006355454,0.0001499139,0.00001050327,0.00007858045,0.007411309,0.00008290715,0.0002355199,0.942881,0.02346676,0.0250094],"study_design_scores_gemma":[0.000008913318,0.0000114042,0.001636479,0.0002506341,0.000007705458,0.0001237228,0.002812311,0.00007439672,0.0001866789,0.05909324,0.9357775,0.0000171428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.009077741,0.01489436,0.005210006,0.02476821,0.002172653,0.00005621289,0.0005543645,0.0003114588,0.9429551],"genre_scores_gemma":[0.3651624,0.02351214,0.01090352,0.008821672,0.004114613,0.0002791719,0.001261027,0.0006896235,0.5852559],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04308896,"threshold_uncertainty_score":0.144147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3577597468920924,"score_gpt":0.3356625069851659,"score_spread":0.02209723990692652,"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."}}