{"id":"W7133439270","doi":"","title":"Création de valeur avec la communauté et innovation de modèle d'affaires : une exploration sur base des Learning Management Systems open source","year":2021,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Rail transportation; Open source; Context (archaeology); Scheduling (production processes)","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003415537,0.000318447,0.0003242286,0.0003616154,0.0009772315,0.003331848,0.001157134,0.0002018169,0.0000479279],"category_scores_gemma":[0.001061469,0.000408965,0.00006797762,0.004782033,0.0001742939,0.003917591,0.001484241,0.0006513685,0.0001200197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005645854,"about_ca_system_score_gemma":0.0007328702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003106621,"about_ca_topic_score_gemma":0.0007133993,"domain_scores_codex":[0.9954229,0.002075514,0.0007774112,0.0006285368,0.000482801,0.0006128663],"domain_scores_gemma":[0.9966787,0.0007033398,0.0004661997,0.0009764581,0.001059269,0.0001160739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001572302,0.0006048472,0.008586497,0.0003700914,0.0001497553,0.0002464419,0.03274951,0.2907833,0.001194665,0.5496415,0.006961237,0.1086964],"study_design_scores_gemma":[0.001470017,0.0001588528,0.0293178,0.002228192,0.0001376251,0.0003668976,0.01098539,0.7807242,0.001744661,0.01641692,0.1555494,0.0009000322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06967109,0.0003653569,0.8979905,0.01746139,0.0004607632,0.0006582528,0.00001769145,0.0002994958,0.01307549],"genre_scores_gemma":[0.8698943,0.000293689,0.09250212,0.0006866032,0.0001150592,0.00027821,0.0003356309,0.0000793279,0.0358151],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8054883,"threshold_uncertainty_score":0.9998362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08288219022343916,"score_gpt":0.3002603380572459,"score_spread":0.2173781478338068,"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."}}