{"id":"W4394119611","doi":"10.6084/m9.figshare.20341380","title":"EdU Optimization - Media Tests #2","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001807882,0.004085861,0.001983342,0.002843605,0.001123472,0.002753355,0.00336524,0.002937044,0.1243304],"category_scores_gemma":[0.009525923,0.0009160313,0.002316073,0.002931269,0.000550914,0.00158352,0.00194591,0.001878992,0.0880787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309347,"about_ca_system_score_gemma":0.00232921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00757694,"about_ca_topic_score_gemma":0.02067884,"domain_scores_codex":[0.9986097,0.0002614483,0.0001318678,0.0005629408,0.0002615949,0.0001725408],"domain_scores_gemma":[0.9971156,0.001497624,0.0002099156,0.0005487112,0.000421978,0.0002061405],"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":[0.0003752102,0.00008143213,0.003559506,0.003297346,0.0001899992,0.00006823528,0.00004007869,0.001672016,0.0006959725,0.0009778695,0.9803595,0.00868277],"study_design_scores_gemma":[0.001209918,0.0001312595,0.005253624,0.0007036541,0.0002311754,0.0001221259,0.00007769008,0.002572758,0.002591207,0.003844232,0.9831893,0.00007290321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005142466,0.0001984578,0.0002717754,0.0001066759,0.00005674275,0.00004240545,0.9950444,0.002463504,0.001301924],"genre_scores_gemma":[0.001502272,0.0001515183,0.001647021,0.0001822987,0.00001638708,0.0003022747,0.9940622,0.0006699155,0.001466054],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1243304,"threshold_uncertainty_score":0.4159268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154621807024847,"score_gpt":0.2765115307865239,"score_spread":0.2549653127162754,"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."}}