{"id":"W4394433766","doi":"10.6084/m9.figshare.20341389","title":"EdU Optimization - Media Tests #4","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":[0.00184649,0.004032259,0.002016748,0.00277798,0.001136728,0.002679162,0.003466789,0.003040755,0.1256084],"category_scores_gemma":[0.009351409,0.0009158358,0.002314209,0.002911947,0.0005571672,0.001559202,0.00195592,0.001912876,0.08961666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294833,"about_ca_system_score_gemma":0.00231486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007550896,"about_ca_topic_score_gemma":0.02054859,"domain_scores_codex":[0.9986394,0.0002601386,0.0001280455,0.0005452986,0.0002542596,0.0001727364],"domain_scores_gemma":[0.9972337,0.001454319,0.0001987416,0.0005184566,0.0003963826,0.0001984458],"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":[0.0003694253,0.00008095308,0.003518054,0.003416743,0.0001914454,0.00006736055,0.00004210796,0.001619403,0.0007206657,0.0009835801,0.9804803,0.00851007],"study_design_scores_gemma":[0.001209057,0.0001324101,0.005304989,0.0007321346,0.00023123,0.000118346,0.00007862256,0.002447264,0.002630873,0.003912823,0.98313,0.00007230641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005036562,0.000203301,0.0002666451,0.0001068596,0.00005619467,0.00004164282,0.9950914,0.002453944,0.001276374],"genre_scores_gemma":[0.001495145,0.0001588594,0.001667645,0.0001853838,0.00001634321,0.0003102174,0.9939845,0.0006781601,0.001503811],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1256084,"threshold_uncertainty_score":0.4202021,"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."}}