{"id":"W4391976612","doi":"10.59350/7ecex-0d245","title":"Zotero Lab et Zotero Institution : retours d’expérience","year":2022,"lang":"fr","type":"preprint","venue":"","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Political science; Humanities; Art; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00436486,0.0007434956,0.0009238656,0.003763148,0.006487621,0.01050534,0.0009193934,0.002096338,0.08605503],"category_scores_gemma":[0.005759122,0.0005782096,0.0003753742,0.006056007,0.004862191,0.006932983,0.009233457,0.002872688,0.01681761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007019176,"about_ca_system_score_gemma":0.009909084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02390448,"about_ca_topic_score_gemma":0.03867998,"domain_scores_codex":[0.9960724,0.001192336,0.0001481213,0.0004162984,0.00132107,0.000849749],"domain_scores_gemma":[0.9967645,0.0005042481,0.0001828361,0.0004216935,0.000524782,0.00160189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005907001,0.0002315751,0.007390546,0.001116736,0.00002675137,0.001212165,0.07227449,0.0003203091,0.00576413,0.1822487,0.451125,0.2776989],"study_design_scores_gemma":[0.000005033746,0.000008073537,0.001623101,0.00009004367,0.0000018633,0.0000708652,0.004406828,0.00002015187,0.0001616404,0.0005213222,0.9930836,0.0000074671],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06687118,0.08405977,0.005870814,0.1212963,0.00992712,0.0002069234,0.001807866,0.001353271,0.7086067],"genre_scores_gemma":[0.2422572,0.0432285,0.005725213,0.008543566,0.00216215,0.0003627767,0.0009103099,0.002593721,0.6942165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9894947,"threshold_uncertainty_score":0.2878827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2378169908954859,"score_gpt":0.3357174475820255,"score_spread":0.0979004566865396,"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."}}