{"id":"W6950383060","doi":"10.5281/zenodo.6421366","title":"Publier en Open Access Diamant sur Episciences : un modèle de collaboration avec HAL, arXiv, Zenodo ou CWI - Focus sur les projets HALowin et PerEpiga","year":2022,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Council on Social Development","funders":"European Commission","keywords":"Focus (optics); Context (archaeology); Thursday","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science","insufficient_payload"],"category_scores_codex":[0.02352569,0.0004592214,0.000591258,0.0009277287,0.01031157,0.05528791,0.02251667,0.0002792147,0.06751082],"category_scores_gemma":[0.02050282,0.0004544628,0.0001544536,0.006032309,0.0006748723,0.01704369,0.03006918,0.001755568,0.002740116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009758057,"about_ca_system_score_gemma":0.0003360036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377646,"about_ca_topic_score_gemma":0.00006499278,"domain_scores_codex":[0.9855534,0.007099549,0.001207951,0.001875112,0.003003291,0.001260729],"domain_scores_gemma":[0.99378,0.000662422,0.0008451315,0.001360255,0.002657904,0.0006943049],"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":[0.0001629791,0.0005795037,0.0003795226,0.00004263688,0.00007252528,0.00009283137,0.012011,0.002937832,0.0006259738,0.02127468,0.6118953,0.3499252],"study_design_scores_gemma":[0.001006427,0.0002724908,0.004248446,0.00007088819,0.00003809661,0.000267561,0.005949089,0.0185518,0.0006458135,0.007259905,0.9611017,0.0005877442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4378354,0.005163205,0.02326325,0.2870461,0.003180994,0.005067753,0.005095022,0.001405839,0.2319424],"genre_scores_gemma":[0.9645015,0.000572115,0.0005933425,0.001206041,0.0003154725,0.000002024622,0.001071666,0.001217224,0.03052064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.526666,"threshold_uncertainty_score":0.9997907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.201895355263836,"score_gpt":0.3763893783590202,"score_spread":0.1744940230951842,"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."}}