{"id":"W7032691050","doi":"","title":"Avant-propos","year":2020,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Flemish; Center (category theory)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002008701,0.0006139265,0.0008571347,0.0003318312,0.0007850481,0.003030964,0.005973893,0.001960694,0.02476584],"category_scores_gemma":[0.009853086,0.0005750678,0.0004564127,0.003390868,0.0007518214,0.006904631,0.001305931,0.003508247,0.01304704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000515227,"about_ca_system_score_gemma":0.001296673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414765,"about_ca_topic_score_gemma":0.00006449845,"domain_scores_codex":[0.993102,0.0009772,0.0009128931,0.001498238,0.00214024,0.00136941],"domain_scores_gemma":[0.9949389,0.001060239,0.0007337453,0.0007306945,0.0006716339,0.001864752],"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":[0.0001206976,0.00006500934,0.00133664,0.00001968505,0.0001188954,0.0004548457,0.005785242,0.0003095935,0.0007852942,0.009302344,0.8914839,0.09021787],"study_design_scores_gemma":[0.001971815,0.0002024304,0.009095964,0.0001754162,0.0001652042,0.0001511395,0.02013022,0.005491562,0.001211956,0.001351985,0.959195,0.000857262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03481583,0.002068897,0.002578576,0.791963,0.006517455,0.0006741217,0.0005694425,0.000321221,0.1604914],"genre_scores_gemma":[0.3972425,0.0003296734,0.001414154,0.0184867,0.003932116,0.000008810319,0.0001030586,0.00009287361,0.5783901],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7734764,"threshold_uncertainty_score":0.9996701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005438773185347,"score_gpt":0.3272404212507687,"score_spread":0.2266965439322339,"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."}}