{"id":"W4393483850","doi":"10.5281/zenodo.3238203","title":"CancerMine","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007912885,0.0002171965,0.0004592607,0.0002271547,0.00004160841,0.00001980996,0.0003702059,0.000267212,0.6692352],"category_scores_gemma":[0.002109031,0.0001590184,0.0001039236,0.0003186578,0.00001978208,0.00004241431,0.0001590966,0.0006300794,0.03621356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121376,"about_ca_system_score_gemma":0.001072541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361954,"about_ca_topic_score_gemma":0.00006349519,"domain_scores_codex":[0.9981025,0.00001594238,0.0001891388,0.0004174415,0.0008413162,0.0004336821],"domain_scores_gemma":[0.9983705,0.00009987748,0.00009233043,0.000868116,0.000216063,0.0003531413],"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":[0.00002322767,0.00003215716,0.00000355926,0.001558118,0.00002017292,0.0002894204,0.000007159697,1.670202e-7,0.000006865934,4.222884e-8,0.9969254,0.001133776],"study_design_scores_gemma":[0.0006741361,0.0002400608,0.0004080767,0.00637843,0.00004341992,0.00009961613,0.00001331496,0.000008621306,0.00004482421,5.00613e-7,0.9919334,0.0001555901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002698231,0.001226291,9.703932e-9,0.000246691,0.000300644,0.0005818148,0.9948866,0.00002629548,0.00272894],"genre_scores_gemma":[0.000006497543,0.0001393262,0.000004073221,0.001933997,0.00137956,0.0001400153,0.9851341,0.00001805534,0.01124432],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6330217,"threshold_uncertainty_score":0.9645368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469107685063212,"score_gpt":0.4152888687938051,"score_spread":0.2683781002874839,"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."}}