{"id":"W4243022863","doi":"10.4000/edc.425","title":"Introduction","year":2007,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004924465,0.0005159989,0.0004440707,0.0002685054,0.001162986,0.002449385,0.005160293,0.0004968469,0.0002950765],"category_scores_gemma":[0.001012781,0.0005470415,0.0002595669,0.001266045,0.0008171402,0.005103095,0.002539017,0.001298063,0.0004115498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190624,"about_ca_system_score_gemma":0.0005254725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003119967,"about_ca_topic_score_gemma":0.004206003,"domain_scores_codex":[0.9953314,0.001185312,0.001110755,0.0005789917,0.0005386174,0.001254897],"domain_scores_gemma":[0.9901731,0.001239002,0.0006516899,0.006423886,0.0009072049,0.0006051059],"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":[0.00004623272,0.0007846815,0.0005984955,0.00007257052,0.0001295827,0.000009959163,0.01210541,0.0004991516,0.00203307,0.8895717,0.0362362,0.0579129],"study_design_scores_gemma":[0.0005965541,0.0001713654,0.02673305,0.0003755107,0.00009379261,0.0005622277,0.00109287,0.007801424,0.002656315,0.04127412,0.9178874,0.0007552993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04040424,0.205668,0.1759401,0.2306253,0.001315738,0.001357447,0.00002684898,0.001140532,0.3435218],"genre_scores_gemma":[0.8528537,0.01913118,0.109903,0.002696376,0.0005829232,0.00004388524,0.0002162561,0.00006102277,0.01451163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8816513,"threshold_uncertainty_score":0.9996981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1990623317476734,"score_gpt":0.348017635042202,"score_spread":0.1489553032945286,"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."}}