{"id":"W2515429335","doi":"10.3917/i2d.162.0044","title":"Isidore Suggestion, des recommandations de lecture pour les blogs de science","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Social Sciences and Humanities Research Council","funders":"","keywords":"Humanities; Computer science; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.02004921,0.00127409,0.0009773974,0.008499135,0.007885301,0.01377272,0.002801075,0.008597593,0.02453214],"category_scores_gemma":[0.09328622,0.0009236623,0.001714898,0.005375642,0.006887286,0.01778227,0.007134249,0.01090829,0.01639459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005149703,"about_ca_system_score_gemma":0.01225542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01402793,"about_ca_topic_score_gemma":0.01916142,"domain_scores_codex":[0.9802451,0.006865244,0.001810802,0.002437313,0.007366691,0.001274915],"domain_scores_gemma":[0.9253925,0.03887417,0.002017429,0.006245889,0.0239396,0.003530488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001760398,0.000211743,0.002242232,0.00120317,0.00008764453,0.0007414775,0.008030256,0.0003446022,0.002557348,0.1114897,0.7727895,0.1001263],"study_design_scores_gemma":[0.00002442052,0.00003093496,0.0008638748,0.0004675469,0.00004399149,0.0002990274,0.001640188,0.0004763062,0.001691743,0.01689648,0.9774956,0.00006983646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007392116,0.03569893,0.06555454,0.6438739,0.1383148,0.0004185218,0.00175257,0.003186413,0.1038082],"genre_scores_gemma":[0.1179131,0.0559652,0.09549701,0.2865309,0.07627664,0.001422132,0.004645873,0.003051692,0.3586974],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02453214,"threshold_uncertainty_score":0.1060317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217607753918077,"score_gpt":0.3136677010330328,"score_spread":0.191906925641225,"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."}}