{"id":"W4225891766","doi":"","title":"Le monde de la communication scientifique à la croisée des chemins","year":2021,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01068216,0.0007718524,0.001083203,0.004326487,0.006699581,0.02146498,0.001031582,0.007006934,0.07319503],"category_scores_gemma":[0.02168558,0.0005214608,0.0007083882,0.005245575,0.0078658,0.009618159,0.004764895,0.01229203,0.01459293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01594648,"about_ca_system_score_gemma":0.02931597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03404662,"about_ca_topic_score_gemma":0.0206294,"domain_scores_codex":[0.9890745,0.003851469,0.0004010001,0.0009875417,0.004131252,0.001554255],"domain_scores_gemma":[0.9802752,0.005484285,0.00175346,0.001059564,0.00588337,0.005544219],"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":[0.0003088863,0.0001132667,0.001681375,0.0007436316,0.00004769449,0.000376737,0.002928437,0.0003609497,0.001912748,0.4958847,0.3682881,0.1273535],"study_design_scores_gemma":[0.00002635132,0.00003920308,0.002558926,0.0002503035,0.000004674007,0.0001315203,0.0008386357,0.0001384027,0.0002636969,0.006709412,0.9890162,0.00002263609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01302362,0.138564,0.002468803,0.542309,0.06623311,0.0000520623,0.0005798729,0.0003194731,0.23645],"genre_scores_gemma":[0.2603328,0.1051961,0.005308183,0.03311305,0.05033993,0.0002096556,0.0005693689,0.0007053172,0.5442256],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.978535,"threshold_uncertainty_score":0.2448618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5452163401510274,"score_gpt":0.5596313348539567,"score_spread":0.01441499470292928,"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."}}