{"id":"W6912837310","doi":"10.5281/zenodo.7821575","title":"gwpy/gwpy: GWpy 3.0.4","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Milestone; Relation (database); Sketch; Identification (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003227716,0.004308663,0.001713078,0.002904116,0.00150446,0.004695555,0.005702121,0.003232669,0.4488871],"category_scores_gemma":[0.01260375,0.003803683,0.002708317,0.001582319,0.001392355,0.007771,0.00737096,0.00667436,0.5826514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891538,"about_ca_system_score_gemma":0.002313639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00533826,"about_ca_topic_score_gemma":0.004077999,"domain_scores_codex":[0.9971397,0.0003624966,0.0001975155,0.0004935396,0.001309806,0.0004969422],"domain_scores_gemma":[0.9948016,0.0006657081,0.0002979827,0.002156046,0.001531862,0.0005467934],"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":[0.0002047708,0.00003973143,0.0004105546,0.0003443472,0.00003113801,0.00007791272,0.0001098505,0.0003112108,0.002298636,0.00446054,0.9642838,0.02742732],"study_design_scores_gemma":[0.00009745983,0.00003353829,0.0006058201,0.0001155836,0.00002507242,0.000181844,0.00003001417,0.0009559607,0.007493425,0.004061603,0.9862852,0.0001144577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.000808937,0.0002701615,0.03807746,0.0008233647,0.0008254612,0.0002126853,0.02384088,0.8866306,0.04851053],"genre_scores_gemma":[0.007677835,0.0003407615,0.02048089,0.001186416,0.0002108872,0.0004091791,0.04509935,0.8402432,0.0843515],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4488871,"threshold_uncertainty_score":0.7860957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0435559991447429,"score_gpt":0.2626210196687826,"score_spread":0.2190650205240397,"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."}}