{"id":"W6969167086","doi":"10.5281/zenodo.8334809","title":"FAIRCORE4EOSC Project Briefing #5","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"European Commission","keywords":"Work (physics); Phase (matter); Core (optical fiber); Component (thermodynamics)","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.00426757,0.001046775,0.0003486681,0.002541946,0.001641966,0.005128836,0.001868899,0.002740379,0.2486507],"category_scores_gemma":[0.006308093,0.0006787255,0.0005346676,0.001645558,0.0006546277,0.00327659,0.002961363,0.001462927,0.115562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00342221,"about_ca_system_score_gemma":0.005574903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01866883,"about_ca_topic_score_gemma":0.02429472,"domain_scores_codex":[0.9966455,0.0003462365,0.00009977218,0.000213175,0.002235974,0.0004592486],"domain_scores_gemma":[0.9961725,0.0004769969,0.0001834014,0.0003862583,0.002158339,0.0006225352],"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":[0.00005630838,0.00003320871,0.0001187247,0.0002305541,0.000002722873,0.00008431996,0.0000926116,0.0002820826,0.0009303785,0.01365643,0.9315532,0.0529594],"study_design_scores_gemma":[0.000003576609,0.00001339742,0.00007782182,0.00003748714,6.395644e-7,0.00002021788,0.00001401217,0.00004015015,0.0002168872,0.0008533652,0.9987186,0.000003831269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00226253,0.002913626,0.02177906,0.007202695,0.005578509,0.001156942,0.01264748,0.009077696,0.9373816],"genre_scores_gemma":[0.009039047,0.001767808,0.01086191,0.003339806,0.0009856076,0.0007612933,0.01979712,0.003335483,0.950112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9981311,"threshold_uncertainty_score":0.8318195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334153164023942,"score_gpt":0.2225805148719266,"score_spread":0.1892389832316872,"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."}}