{"id":"W6912809300","doi":"10.5281/zenodo.6447267","title":"Breakout Session zum FDM erfolgreich gestalten. Aufgabentitel: Bedeutung von Konsolidierung / Weiterentwicklungen der Beratungsangebote im FDM.","year":2022,"lang":"de","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breakout; Session (web analytics); Deskilling; Quarter (Canadian coin)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002300025,0.0008655338,0.0005038977,0.0008064317,0.002656542,0.003245217,0.001185698,0.002046824,0.5983952],"category_scores_gemma":[0.005967127,0.0003476304,0.0006974639,0.0004782836,0.0005294699,0.002582724,0.004835441,0.002409535,0.3555239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746834,"about_ca_system_score_gemma":0.001753996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003660643,"about_ca_topic_score_gemma":0.0117243,"domain_scores_codex":[0.9990476,0.0001980296,0.00003053304,0.0001537668,0.0003557276,0.0002143521],"domain_scores_gemma":[0.9963602,0.0004903788,0.0001388445,0.0003138535,0.001099847,0.001596868],"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":[0.00006668733,0.00002911062,0.0001012221,0.00006393637,0.000002261233,0.00002965934,0.0001517096,0.00002007793,0.0003729959,0.0004538775,0.9791371,0.01957138],"study_design_scores_gemma":[0.00001364451,0.00004167093,0.001238552,0.00005881943,0.000002476378,0.00003551078,0.0002817506,0.00003723418,0.0002380799,0.0005943617,0.9974503,0.000007510757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01079543,0.003666353,0.01749931,0.05270812,0.03635297,0.002404908,0.02806155,0.01353542,0.834976],"genre_scores_gemma":[0.01729393,0.0008679685,0.004807906,0.003879418,0.003090949,0.0008186417,0.008747702,0.002727138,0.9577664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5983952,"threshold_uncertainty_score":0.5728406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508294046121339,"score_gpt":0.2283317583787723,"score_spread":0.193248817917559,"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."}}