{"id":"W6968715939","doi":"10.5281/zenodo.7465022","title":"European DDI Conference 2022 Training Fair: DDI Cross-Domain Integration (DDI-CDI) Overview","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Reuse; Complement (music); Domain (mathematical analysis); Metadata; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0283213,0.001312825,0.0009155719,0.003533564,0.002944484,0.0113425,0.003927602,0.008514824,0.05833583],"category_scores_gemma":[0.01329181,0.0007420014,0.001063775,0.003133444,0.001639601,0.007422328,0.008822452,0.004578689,0.04492444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004979658,"about_ca_system_score_gemma":0.02218872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338237,"about_ca_topic_score_gemma":0.008200849,"domain_scores_codex":[0.9889922,0.001778102,0.0006157302,0.0008360867,0.005763938,0.002013825],"domain_scores_gemma":[0.985853,0.001040076,0.000531279,0.001684747,0.006769399,0.004121519],"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":[0.0001825046,0.0003324306,0.0008718182,0.0004362711,0.00001532288,0.0001444924,0.0003737535,0.001850191,0.002795308,0.08334158,0.7403441,0.1693123],"study_design_scores_gemma":[0.00001294797,0.00003698082,0.0004016233,0.0001491007,0.000002972474,0.00007861505,0.0001037557,0.0006167742,0.001106546,0.004703636,0.9927692,0.00001764166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0109573,0.01763893,0.1943846,0.09219798,0.04448429,0.002601431,0.01029203,0.01055234,0.6168911],"genre_scores_gemma":[0.0538028,0.0110519,0.1120781,0.02408013,0.004918266,0.001910564,0.04079901,0.004960115,0.7463992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9886575,"threshold_uncertainty_score":0.1951528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0706646072711696,"score_gpt":0.2547274278758997,"score_spread":0.1840628206047301,"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."}}