{"id":"W4205864224","doi":"10.1016/j.scr.2020.101890","title":"Stem Cell Network","year":2020,"lang":"en","type":"article","venue":"Stem Cell Research","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; McMaster University; Stem Cell Network","funders":"Stem Cell Network","keywords":"Biology; Stem cell; Computational biology; Cell biology; Molecular biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.001523222,0.0002523302,0.0002597955,0.00008652642,0.0003409729,0.0001314602,0.001082643,0.000290593,0.0001823138],"category_scores_gemma":[0.00001183061,0.0002425889,0.0001607031,0.0007164854,0.0002055528,0.000007214883,0.001185687,0.0007436006,0.00176128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005158798,"about_ca_system_score_gemma":0.0003683199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002129175,"about_ca_topic_score_gemma":0.000009291232,"domain_scores_codex":[0.9952554,0.0007686293,0.0003457018,0.0009616595,0.001225858,0.001442773],"domain_scores_gemma":[0.9979624,0.0001128723,0.00006190455,0.0007931152,0.0003740658,0.0006956909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003437424,0.0001120578,0.001383802,0.0003384781,0.00003521152,0.00009189718,0.0001860642,0.0005533816,0.8265191,0.00005237048,0.162688,0.007695929],"study_design_scores_gemma":[0.0007424587,0.000864844,0.0001296472,0.00001692685,0.000005966921,0.000004255501,0.0004967037,0.0006259791,0.5652575,0.00002588362,0.4315277,0.0003021023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.794171,0.01220857,0.001280309,0.002325769,0.0003070718,0.00166382,0.00005521897,0.00009169133,0.1878966],"genre_scores_gemma":[0.9657644,0.0009625342,0.0001509682,0.0002922072,0.0009972503,0.00006596855,0.00006125866,0.00008378152,0.03162161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2688397,"threshold_uncertainty_score":0.999016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008886145569358,"score_gpt":0.317448169031545,"score_spread":0.2573593075758515,"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."}}