{"id":"W3193456770","doi":"10.33137/incite.4.37153","title":"My Future is Not Mine","year":2021,"lang":"en","type":"article","venue":"in cite journal","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003126029,0.00006148207,0.0001241185,0.00002458479,0.0008936271,0.0001224103,0.0001221471,0.00007289049,0.001058748],"category_scores_gemma":[0.00006566145,0.00004734011,0.000101901,0.000245395,0.00008541143,0.0001742849,0.00005839442,0.000275853,0.00004046832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283866,"about_ca_system_score_gemma":0.0001014642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429819,"about_ca_topic_score_gemma":0.004658736,"domain_scores_codex":[0.999106,0.0001130264,0.000162365,0.00009074673,0.0002921759,0.0002356394],"domain_scores_gemma":[0.9996282,0.00003275471,0.00005399158,0.00003701275,0.0001741992,0.00007387511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006647439,0.0001928741,0.03643691,0.00001414968,0.0001190977,0.002049061,0.6956174,0.000006899711,0.001295044,0.01274632,0.2020978,0.04935798],"study_design_scores_gemma":[0.000315122,0.00002528974,0.03734336,0.0000492244,0.000009769916,0.00006458036,0.1264024,0.000002438022,0.0001503159,0.007552757,0.82793,0.0001547722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7980789,0.001298528,0.000004818198,0.1054535,0.001966589,0.00003541018,0.000004308264,0.00001207042,0.09314588],"genre_scores_gemma":[0.9535438,0.002014384,0.0002390184,0.002268831,0.006957883,0.000001956006,9.40377e-7,0.00000528483,0.03496789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6258321,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349411449065013,"score_gpt":0.3559387547708959,"score_spread":0.3209976098643946,"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."}}