{"id":"W6993961700","doi":"","title":"Présentation","year":2017,"lang":"fr","type":"book-chapter","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Humanities and Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Mistake; Relation (database)","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.001246424,0.00149339,0.00163979,0.001103425,0.01281972,0.004745138,0.005992958,0.001481755,0.002707713],"category_scores_gemma":[0.0003028088,0.00158464,0.001122049,0.0008281441,0.009123697,0.003642896,0.00499998,0.001389728,0.0003682333],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004565503,"about_ca_system_score_gemma":0.00146491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299409,"about_ca_topic_score_gemma":0.004305506,"domain_scores_codex":[0.9930115,0.0006710206,0.0006846233,0.001849296,0.001557817,0.002225688],"domain_scores_gemma":[0.9937238,0.00118662,0.001419134,0.001261879,0.0006406681,0.001767976],"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":[0.001135131,0.00008824714,0.001563078,0.0001170041,0.0004721934,0.001099802,0.1895193,0.00009270054,0.00001075639,0.7857434,0.004223284,0.01593505],"study_design_scores_gemma":[0.002709425,0.0003117041,0.003135861,0.0004178184,0.0007557981,0.0001154164,0.02192575,0.0003070308,0.00002676291,0.03485893,0.9335713,0.001864193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0729214,0.001227273,0.0008428919,0.02472357,0.001368813,0.001798841,0.0008409698,0.0003838067,0.8958924],"genre_scores_gemma":[0.3750227,0.0049044,0.0003112819,0.002009547,0.001179907,0.000008594066,0.0003068543,0.0001749446,0.6160817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9293481,"threshold_uncertainty_score":0.9998145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006449752112318,"score_gpt":0.2357172339733928,"score_spread":0.2156527364522696,"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."}}