{"id":"W1995224191","doi":"10.4000/books.pum.1342","title":"Revues savantes : quel avenir ?","year":2005,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Materials 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002157933,0.0007850354,0.0007182175,0.0002860289,0.00136355,0.0002307659,0.000674842,0.0004491982,0.03563619],"category_scores_gemma":[0.00003044233,0.0008553172,0.0005508933,0.000007707749,0.0009408535,0.0001878898,0.0004614039,0.0009739083,0.00124624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292825,"about_ca_system_score_gemma":0.0001353069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096383,"about_ca_topic_score_gemma":0.008319442,"domain_scores_codex":[0.9975247,0.0001474097,0.0004977423,0.0006758518,0.0003797497,0.0007745728],"domain_scores_gemma":[0.9980031,0.0002258038,0.0004155958,0.0006554357,0.0002333176,0.0004667602],"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":[0.0003946529,0.00004854923,0.0000180443,0.0004675071,0.0003822021,0.001712428,0.0461958,0.00001851065,0.0003943108,0.7934548,0.1398862,0.01702709],"study_design_scores_gemma":[0.0006249562,0.0002115275,0.0001238125,0.0009753433,0.0007689241,0.0001755034,0.000647721,0.00007624728,0.0001467275,0.003766575,0.9916259,0.0008567796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004398815,0.08381721,0.00003093591,0.0006480274,0.000641757,0.0003295461,0.0004647117,0.0001971014,0.9134308],"genre_scores_gemma":[0.00470952,0.006158909,0.0003928493,0.001170842,0.003079657,0.00000523288,0.0001019501,0.000176775,0.9842043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8517397,"threshold_uncertainty_score":0.9999365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175584199777515,"score_gpt":0.1623134813770069,"score_spread":0.1505576393792318,"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."}}