{"id":"W4231426925","doi":"10.4000/alsic.3373","title":"Sélection de parutions 2017","year":2018,"lang":"fr","type":"article","venue":"Alsic","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002287904,0.001425232,0.0007275534,0.008356672,0.002827962,0.006144239,0.0009648242,0.0008248424,0.2427308],"category_scores_gemma":[0.006431103,0.0004222415,0.0007457532,0.01073005,0.0006702573,0.002902938,0.002460458,0.001249699,0.1206855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003132555,"about_ca_system_score_gemma":0.005987676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02439141,"about_ca_topic_score_gemma":0.03653738,"domain_scores_codex":[0.9975121,0.0003610417,0.000281716,0.0003603348,0.001041148,0.0004435765],"domain_scores_gemma":[0.9945419,0.0005774461,0.0002976107,0.0003954222,0.003146396,0.00104126],"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":[0.0002402027,0.00001854712,0.0007344365,0.00109735,0.0000157776,0.0003310066,0.0006445689,0.00005800357,0.002404338,0.006422033,0.8707336,0.1173002],"study_design_scores_gemma":[0.000003393552,0.00001000694,0.0006534908,0.00007561835,0.000002091987,0.00005457171,0.0001675831,0.000009013333,0.0002953204,0.00008444965,0.9986395,0.000004960575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02308065,0.02418683,0.01126549,0.01057605,0.06255634,0.001020096,0.1454168,0.006388554,0.7155091],"genre_scores_gemma":[0.04266835,0.01585114,0.0101303,0.002319956,0.004134186,0.0008364072,0.099939,0.007915325,0.8162054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2427308,"threshold_uncertainty_score":0.8120155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106881982871605,"score_gpt":0.3414862513711823,"score_spread":0.2346042684995774,"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."}}