{"id":"W6931192181","doi":"10.5281/zenodo.5919226","title":"tardis-sn/tardis: TARDIS v2022.1.3","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Inorganic and Organometallic Chemistry","field":"Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004241922,0.0005803072,0.000581363,0.000300973,0.002028994,0.0005934659,0.002664884,0.0004100909,0.9131766],"category_scores_gemma":[0.0004033858,0.0006664722,0.0002978347,0.0006446873,0.0002935071,0.0001062046,0.003767684,0.001225312,0.02198379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006796025,"about_ca_system_score_gemma":0.00002115337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000080457,"about_ca_topic_score_gemma":0.000001348009,"domain_scores_codex":[0.9963469,0.0001592479,0.0004994207,0.001178464,0.0009964081,0.0008195837],"domain_scores_gemma":[0.9974014,0.00002628138,0.000379307,0.001625803,0.0001934326,0.0003738118],"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":[0.00003677303,0.0001728149,0.00000302111,0.0005066237,0.0003681172,0.00008642797,0.0003943482,0.000004383176,0.006568508,0.000535447,0.9808195,0.010504],"study_design_scores_gemma":[0.0006903003,0.00004369246,0.000007629252,0.00007439848,0.00011721,0.000218852,0.0007107533,0.00001260088,0.001533155,0.00005248057,0.9958245,0.0007144473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002690905,0.0008234379,0.0001317925,0.0002409349,0.0002356665,0.0002771404,0.003097604,0.003075653,0.9918487],"genre_scores_gemma":[0.007976616,0.0005275693,0.0001700899,0.0002351973,0.001589292,3.938758e-7,0.02527414,0.02196378,0.9422629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8911928,"threshold_uncertainty_score":0.9995787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712391073048353,"score_gpt":0.2152211250825329,"score_spread":0.1980972143520494,"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."}}