{"id":"W6949028891","doi":"10.5281/zenodo.14093007","title":"PM_115254_B_Zingem","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulpit; Period (music); Research methodology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.001214439,0.0002547378,0.0002381525,0.0008593491,0.000855896,0.01234555,0.0093473,0.0001412958,0.01201129],"category_scores_gemma":[0.0008289553,0.0002653957,0.00006990798,0.0008811961,0.0001192167,0.006168615,0.009365989,0.0005190629,0.07052923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357214,"about_ca_system_score_gemma":0.000007743269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005200168,"about_ca_topic_score_gemma":5.731215e-7,"domain_scores_codex":[0.9966735,0.0005603433,0.0002367812,0.001009964,0.000928601,0.0005907684],"domain_scores_gemma":[0.9966965,0.00004270316,0.0002784552,0.002533901,0.0002400652,0.0002083758],"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":[0.000004776894,0.00005589021,1.510511e-7,0.0001190889,0.00006687278,0.00002615794,0.00005961083,0.00000277611,0.00004698138,0.1266484,0.8262458,0.04672343],"study_design_scores_gemma":[0.0002785172,0.0001190543,0.00001393063,0.00007839967,0.000009990255,0.00003507225,0.00003141164,0.0002783637,0.0000181816,0.00009767577,0.9987569,0.0002825405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001246814,0.0002157035,0.1409454,0.001150503,0.000260039,0.0006675227,0.0001500578,0.002373683,0.8542358],"genre_scores_gemma":[0.0002382258,0.001174934,0.003836803,0.0002299489,0.0002994865,5.909064e-8,0.001513897,0.007494507,0.9852121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.172511,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07344513842258674,"score_gpt":0.2919193506187652,"score_spread":0.2184742121961784,"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."}}