{"id":"W6931372120","doi":"10.5281/zenodo.6387030","title":"tardis-sn/tardis: TARDIS v2022.3.27","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diffusion; Constraint (computer-aided design); Phase (matter)","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":[0.002228678,0.002692266,0.001821585,0.00234206,0.001181544,0.003434185,0.003438184,0.002224133,0.1678371],"category_scores_gemma":[0.001460383,0.001006887,0.001468869,0.002005982,0.0006311237,0.0019756,0.002963249,0.002311714,0.1920129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809057,"about_ca_system_score_gemma":0.0009799802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004014131,"about_ca_topic_score_gemma":0.00358158,"domain_scores_codex":[0.999228,0.0001443693,0.00003103491,0.0001457409,0.0003042215,0.0001465503],"domain_scores_gemma":[0.9991529,0.0001004108,0.00009903652,0.0002522297,0.000124058,0.0002713589],"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":[0.0008236234,0.0001072277,0.001566959,0.0005401895,0.0001189622,0.0002872125,0.00009177446,0.003025423,0.004921412,0.06548769,0.8602558,0.06277366],"study_design_scores_gemma":[0.000397216,0.00007735294,0.002680352,0.0001525463,0.0000392596,0.0004401355,0.00003683872,0.01603954,0.008973907,0.04885645,0.9221913,0.0001150666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.009729401,0.003788366,0.1133208,0.00204247,0.002371598,0.0003894111,0.152273,0.2201699,0.495915],"genre_scores_gemma":[0.1208437,0.002617217,0.08983681,0.001392354,0.002019838,0.001070787,0.3300421,0.184268,0.2679092],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1678371,"threshold_uncertainty_score":0.5614709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649707383064576,"score_gpt":0.241245320422587,"score_spread":0.2247482465919412,"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."}}