{"id":"W7024874485","doi":"","title":"Texas Navigator App","year":2021,"lang":"en","type":"article","venue":"ScholarWorks @ UTRGV (The University of Texas Rio Grande Valley)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TSG101; Pretext; Limiting; Circumstantial evidence; Paraphernalia; Gloom","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001712317,0.0001794101,0.0002591215,0.00003658689,0.0003399732,0.00005618902,0.0004876726,0.00007057668,0.002204027],"category_scores_gemma":[0.00001364797,0.0001603531,0.0003427799,0.0003998719,0.0003164212,0.0002000701,0.0002308199,0.0005110648,0.0003722635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001717747,"about_ca_system_score_gemma":0.0001477461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008626703,"about_ca_topic_score_gemma":0.000006018765,"domain_scores_codex":[0.9988226,0.0001481011,0.0001622294,0.0003092222,0.0003006288,0.0002572763],"domain_scores_gemma":[0.9989247,0.0001778873,0.0001099478,0.0003744282,0.0002359489,0.0001770609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002491435,0.0008494869,0.0472484,0.00004511272,0.0007900378,0.00004406619,0.0007993646,0.00315871,0.0005901419,0.9121498,0.006848499,0.02722723],"study_design_scores_gemma":[0.005989132,0.0001512475,0.08256286,0.0003412923,0.0006006402,0.000009527206,0.002719695,0.001941034,0.00469232,0.7011535,0.1986311,0.001207673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527924,0.0003894002,0.05536054,0.002652782,0.0003726242,0.0003500541,0.0001278276,0.0001175484,0.08783678],"genre_scores_gemma":[0.9936633,0.00001304514,0.001055102,0.0001053144,0.0001662104,1.607078e-7,0.0000707483,0.00001501196,0.004911168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2109964,"threshold_uncertainty_score":0.9987081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00563038317776769,"score_gpt":0.1911777699926913,"score_spread":0.1855473868149236,"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."}}