{"id":"W7133381807","doi":"","title":"Transition dans la recherche: le METIS","year":2019,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.05102567,0.001112742,0.002006408,0.004124529,0.01238921,0.02877846,0.003133547,0.01090446,0.01404539],"category_scores_gemma":[0.05667837,0.0006374379,0.001837343,0.00571297,0.0218419,0.02833012,0.01154585,0.01945431,0.002101107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02481085,"about_ca_system_score_gemma":0.04501582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05995347,"about_ca_topic_score_gemma":0.04607975,"domain_scores_codex":[0.9537124,0.03303316,0.001496284,0.002827434,0.005055283,0.003875469],"domain_scores_gemma":[0.9405628,0.03212124,0.002424745,0.004747368,0.01193721,0.008206496],"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":[0.0001546454,0.0001721966,0.001864643,0.000633998,0.00004653845,0.0003639355,0.02886985,0.0003000358,0.0002932166,0.8600614,0.05653981,0.05069965],"study_design_scores_gemma":[0.0001046735,0.000105111,0.002785921,0.003705454,0.00004084665,0.0005109113,0.09196262,0.001254736,0.0004476714,0.2436332,0.655365,0.00008383499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01694584,0.07706363,0.01317725,0.8102743,0.02023723,0.0001077223,0.0001980326,0.0001573372,0.06183857],"genre_scores_gemma":[0.6643614,0.08585716,0.0350408,0.1040628,0.02004092,0.0007443478,0.0005072966,0.0005467371,0.08883855],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05995347,"threshold_uncertainty_score":0.2698528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.236596989354777,"score_gpt":0.4267190548495144,"score_spread":0.1901220654947374,"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."}}