{"id":"W4398580550","doi":"10.7910/dvn/ktwyz6/hz64mt","title":"test-checkpoint.ipynb","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Test (biology); Computer science; Geology; Paleontology","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":[0.002027665,0.005211865,0.002523666,0.00535797,0.001262724,0.004810383,0.005052402,0.003974667,0.2035134],"category_scores_gemma":[0.01103148,0.001632525,0.002697923,0.00664999,0.001079497,0.002172421,0.003162732,0.002511337,0.1725921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178265,"about_ca_system_score_gemma":0.00322935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02328712,"about_ca_topic_score_gemma":0.03309091,"domain_scores_codex":[0.998621,0.000268181,0.0001154974,0.0004488322,0.0003148748,0.0002316707],"domain_scores_gemma":[0.996013,0.001586031,0.0003060487,0.00106822,0.000470291,0.0005563531],"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":[0.0001080408,0.00001981859,0.0005613032,0.0009117095,0.00006060054,0.00001872431,0.00002371102,0.0005677112,0.0001029751,0.0006168597,0.9953529,0.00165568],"study_design_scores_gemma":[0.00137342,0.00005602909,0.002527611,0.0006541659,0.0001377223,0.00009527098,0.00007957009,0.002520986,0.0008895782,0.006500816,0.9850835,0.00008124678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001146022,0.0001168223,0.0001126717,0.0000979954,0.00003159391,0.000009852029,0.9966363,0.00217798,0.000702181],"genre_scores_gemma":[0.0008819849,0.0001246341,0.0004536945,0.0001434746,0.0000135925,0.00007822688,0.9967715,0.0008642847,0.0006686558],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7964866,"threshold_uncertainty_score":0.6808202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053748401455073,"score_gpt":0.2318991817668763,"score_spread":0.2213616977523255,"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."}}