{"id":"W3165599348","doi":"10.26522/ti.v10i1.2750","title":"A Pedestal Friend","year":2021,"lang":"en","type":"article","venue":"ti<","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestal; Computer science; Art; Visual arts","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":[0.00002665395,0.00004434049,0.00006538088,0.00002025824,0.00008527416,0.0001367384,0.00005122848,0.00001237634,0.02664054],"category_scores_gemma":[0.00001228855,0.00003768895,0.00005555685,0.00001970932,0.0000479662,0.00007913497,0.00002628419,0.0000524764,0.0004827003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005939633,"about_ca_system_score_gemma":0.00001281266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001344234,"about_ca_topic_score_gemma":0.0002142118,"domain_scores_codex":[0.9996796,0.00001291181,0.00006378763,0.00008956417,0.0000704173,0.000083769],"domain_scores_gemma":[0.9997508,0.0000160971,0.00001433239,0.0001526616,0.00004522476,0.00002087271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000020706,0.00002924005,0.00004615636,0.000006506608,0.00004123915,0.00004874985,0.02984756,4.953049e-7,0.0001556105,0.9398825,0.02825317,0.001686709],"study_design_scores_gemma":[0.00005073062,0.00000657083,0.00002121372,0.000004343902,0.00002265967,0.000004173143,0.001953341,0.000009587286,0.0003285367,0.004238801,0.9933032,0.00005682744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05671552,0.0005937378,0.00002209874,0.000473817,0.0003481875,0.00001475308,0.00002239347,0.00005381533,0.9417557],"genre_scores_gemma":[0.8526839,0.000002836054,0.0001212693,0.0003245137,0.0007127104,0.000001924249,0.00002321751,0.000006359115,0.1461233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.96505,"threshold_uncertainty_score":0.9742492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645816419045154,"score_gpt":0.2196467721805807,"score_spread":0.2031886079901292,"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."}}