{"id":"W2619789225","doi":"","title":"Web social: Mutation de la communication","year":2010,"lang":"fr","type":"book","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008469646,0.000742001,0.0005698141,0.0006896232,0.0009983671,0.004351932,0.002072073,0.0004317178,0.001052705],"category_scores_gemma":[0.003462541,0.0007017648,0.0005045861,0.000720304,0.001642102,0.003697013,0.00119904,0.001429596,0.0004911795],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006969239,"about_ca_system_score_gemma":0.09896351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09546556,"about_ca_topic_score_gemma":0.8513288,"domain_scores_codex":[0.9954538,0.0008502789,0.0008678959,0.0007990639,0.00143188,0.0005970858],"domain_scores_gemma":[0.9809954,0.01662625,0.001005181,0.0007569278,0.0002293878,0.0003868371],"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":[0.0000548056,0.0004860609,0.001244079,0.0001555119,0.0002163453,0.00007750697,0.0126683,0.0001210829,0.002195109,0.7807181,0.198251,0.003812098],"study_design_scores_gemma":[0.001024771,0.0001179035,0.06585708,0.0003333752,0.0001038821,0.0004940249,0.00007214659,0.006601756,0.0004135073,0.02761687,0.8964093,0.0009553874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03420592,0.004589823,0.004448953,0.02993064,0.0002239978,0.0005158663,0.000246622,0.0002712772,0.9255669],"genre_scores_gemma":[0.6109776,0.001180057,0.005263885,0.003626775,0.0005886881,0.000117547,0.0001400474,0.0001105065,0.3779949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7558632,"threshold_uncertainty_score":0.9998605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489548749266416,"score_gpt":0.2714026387156851,"score_spread":0.2265071512230209,"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."}}