{"id":"W6931432434","doi":"10.5281/zenodo.3891078","title":"nschloe/meshio v0.1.2","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Set (abstract data type); Identification (biology); Product (mathematics); Relation (database)","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":[0.001328622,0.003575069,0.00204186,0.004218181,0.0008611924,0.005929245,0.005409637,0.003007266,0.7303125],"category_scores_gemma":[0.007044174,0.002096819,0.001837202,0.003813356,0.0007495686,0.004701917,0.004948188,0.001968366,0.6616659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377592,"about_ca_system_score_gemma":0.001192329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066869,"about_ca_topic_score_gemma":0.002891823,"domain_scores_codex":[0.9989421,0.000123193,0.0001434657,0.0002082657,0.000417617,0.0001653763],"domain_scores_gemma":[0.997824,0.0006366512,0.00009164827,0.0005763003,0.0006924701,0.0001790161],"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":[0.0002182485,0.00001913513,0.0001619862,0.000723494,0.00002884982,0.00009829355,0.00008127083,0.0005842437,0.00113089,0.003911509,0.959842,0.03320005],"study_design_scores_gemma":[0.0001940736,0.00002609314,0.0004170549,0.0001791848,0.00002363834,0.0002096322,0.00005921993,0.002998015,0.00498513,0.009884421,0.9809507,0.00007296789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009815085,0.0003414716,0.06142525,0.0005339963,0.0005842835,0.0002596134,0.3540232,0.4465779,0.1352729],"genre_scores_gemma":[0.009253136,0.0004161849,0.03296644,0.0004870285,0.0002169148,0.0007709105,0.5226398,0.3206577,0.112592],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.7303125,"threshold_uncertainty_score":0.3846765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327104578116479,"score_gpt":0.2688568936342289,"score_spread":0.2355858478530641,"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."}}