{"id":"W6931548607","doi":"10.5281/zenodo.4849433","title":"gwastro/pycbc: PyCBC Release 1.18.1","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Games and Gamification","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Fusible alloy; Emperipolesis; Demotion","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003704104,0.0002677389,0.0002554287,0.0003977015,0.0006462768,0.0004247655,0.001014722,0.0002745132,0.5842924],"category_scores_gemma":[0.0003097172,0.0003045611,0.0001096514,0.0005648443,0.0001732976,0.00005088692,0.0005024018,0.0004849012,0.04354981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465235,"about_ca_system_score_gemma":0.00001178269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033881,"about_ca_topic_score_gemma":0.000001541191,"domain_scores_codex":[0.9975069,0.0005383366,0.0003203071,0.0007844619,0.0004026478,0.0004473874],"domain_scores_gemma":[0.9980165,0.00002813022,0.0002738941,0.001048337,0.0003907978,0.000242301],"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":[0.00002305359,0.0002674277,0.000003385189,0.00007203882,0.0001214063,0.00002006305,0.0006080077,0.000001712955,0.0001395183,0.0163054,0.9293411,0.05309682],"study_design_scores_gemma":[0.000378958,0.00009338703,0.0008162998,0.0001146094,0.00003313017,0.00009993304,0.0008478448,0.000005701303,0.000010984,0.00007310617,0.9972416,0.0002844456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001162438,0.001335045,0.001272117,0.001033961,0.0007738846,0.0004710984,0.0004438361,0.0009602999,0.9935935],"genre_scores_gemma":[0.004000268,0.0002462935,0.000447119,0.0003092458,0.00123657,2.9381e-7,0.01320499,0.009171553,0.9713837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5407425,"threshold_uncertainty_score":0.9999406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05657187130004308,"score_gpt":0.313143577993977,"score_spread":0.2565717066939339,"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."}}