{"id":"W6893759412","doi":"10.5281/zenodo.3823451","title":"Generation and profiling of Forebrain Spheroids","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Forebrain; Spheroid; Profiling (computer programming); Progenitor cell; Central nervous system; Mammalian brain","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":[],"consensus_categories":[],"category_scores_codex":[0.0001238827,0.00007643137,0.00009461633,0.00006343926,0.000186681,0.0001084609,0.0002736156,0.00004987678,0.000682362],"category_scores_gemma":[0.0003642275,0.0000848662,0.00001754297,0.0002509904,0.00008099902,0.0001378808,0.0002546048,0.0001307716,0.0001850715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000298986,"about_ca_system_score_gemma":7.786915e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000125049,"about_ca_topic_score_gemma":5.704542e-8,"domain_scores_codex":[0.9994094,0.00003597909,0.0001468515,0.0001602187,0.0001130696,0.0001344338],"domain_scores_gemma":[0.9996488,0.00000779285,0.00002712733,0.0001517197,0.0001041763,0.00006037801],"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":[0.000004291594,0.000005130402,0.00001084116,0.0000782968,0.00001714435,0.000001353208,0.000529633,0.0005100506,0.9415889,0.002079659,0.01529137,0.03988336],"study_design_scores_gemma":[0.0005477169,0.0002508009,0.0002061587,0.0000215906,0.00001495048,0.00003708556,0.001109745,0.1076006,0.7468679,0.0002229361,0.1428501,0.0002704769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831715,0.0002805563,0.003019925,0.0003306859,0.00004770934,0.0002434265,0.00005608395,0.001881776,0.01096834],"genre_scores_gemma":[0.9983799,0.00005991653,0.0007759887,0.00004264605,0.00006819836,1.878934e-8,0.0001570367,0.0005062548,0.00001002312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.194721,"threshold_uncertainty_score":0.7471386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06341968067107398,"score_gpt":0.22926567685985,"score_spread":0.165845996188776,"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."}}