{"id":"W4394248394","doi":"10.6084/m9.figshare.20341386","title":"EdU Optimization - Media Tests #3","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":[0.001813618,0.003989732,0.001975033,0.002770506,0.001101636,0.002681125,0.003379897,0.002920069,0.122638],"category_scores_gemma":[0.009350354,0.0008849254,0.002277328,0.002884772,0.0005419267,0.001552602,0.001919568,0.00184951,0.08705183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298722,"about_ca_system_score_gemma":0.0022729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007717789,"about_ca_topic_score_gemma":0.02087386,"domain_scores_codex":[0.9986414,0.0002556734,0.0001307701,0.0005410102,0.0002604953,0.0001706957],"domain_scores_gemma":[0.9972065,0.001459114,0.0002013045,0.0005225466,0.0004125431,0.0001980845],"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":[0.0003661039,0.00008003276,0.003531238,0.003342555,0.000188288,0.00006659285,0.00003995649,0.001648344,0.0007177033,0.0009685688,0.9803296,0.008720973],"study_design_scores_gemma":[0.001198975,0.0001323341,0.005369457,0.0007178693,0.0002290756,0.0001179969,0.00007821977,0.002565487,0.002647188,0.003882252,0.9829898,0.00007126843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004997844,0.0001962513,0.0002619044,0.0001035595,0.00005492611,0.00004109384,0.9951662,0.002399275,0.001276994],"genre_scores_gemma":[0.001477935,0.0001524583,0.001621221,0.0001794819,0.00001606557,0.0002977336,0.9941509,0.0006414656,0.001462608],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.122638,"threshold_uncertainty_score":0.410265,"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."}}