{"id":"W2131741843","doi":"","title":"Participation, Collaboration, and Community Building in Digital Repositories/Participation, collaboration et développement communautaire dans les dépôts numériques","year":2015,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Web and Library Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Digital library; Humanities; World Wide Web; Sociology; Computer 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"],"consensus_categories":[],"category_scores_codex":[0.0008827178,0.000389511,0.000385578,0.002733303,0.0008855264,0.001844737,0.000835043,0.0002529137,0.000004478482],"category_scores_gemma":[0.0003313039,0.0004725362,0.00004737917,0.0117848,0.000247988,0.01096635,0.0008591464,0.0005786141,0.000006277484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006586431,"about_ca_system_score_gemma":0.001918499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05817389,"about_ca_topic_score_gemma":0.1714573,"domain_scores_codex":[0.99616,0.001781287,0.0005859481,0.0005170684,0.0004500249,0.0005056264],"domain_scores_gemma":[0.9970253,0.0003572623,0.0004078241,0.0007669048,0.001167711,0.0002750524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002459586,0.001532589,0.2835879,0.0002561279,0.0001222333,0.0001511242,0.6162072,0.001973342,0.00003961721,0.08631264,0.001103508,0.008467793],"study_design_scores_gemma":[0.002574581,0.000959695,0.04128779,0.0004495383,0.00008189703,0.0000154497,0.07869129,0.02314783,0.001565375,0.0002676912,0.8500686,0.0008902415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330449,0.00005079727,0.01407356,0.01116482,0.0007542941,0.000874513,0.00009099152,0.0002584564,0.03968769],"genre_scores_gemma":[0.9894723,0.005531438,0.004404343,0.0001791431,0.0001080527,0.00001503203,0.0001397965,0.00002795369,0.0001219497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8489651,"threshold_uncertainty_score":0.9997726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465382420964324,"score_gpt":0.2898463593565121,"score_spread":0.2433081172600797,"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."}}