{"id":"W4292111444","doi":"10.33137/aestimatio.v2i2.39091","title":"C. J. Crisostomo, E. A. Escobar, T. Tanaka, and N. Veldhuis, “The Scaffolding of Our Thoughts”","year":2022,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Divination; Cuneiform; Classics; Index (typography); Humanities; Philosophy; Art; History; Computer science; Literature; Ancient history; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002500551,0.0005542276,0.0005332004,0.001687396,0.002482751,0.00463498,0.00120817,0.002113656,0.008560981],"category_scores_gemma":[0.01578459,0.0003195342,0.0003561085,0.00192746,0.003274464,0.005636647,0.001391227,0.002718456,0.003991965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001830312,"about_ca_system_score_gemma":0.004073734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009168544,"about_ca_topic_score_gemma":0.02200342,"domain_scores_codex":[0.9984037,0.0004681856,0.00007194112,0.0002023896,0.0007401424,0.0001136606],"domain_scores_gemma":[0.9911427,0.003996423,0.0007357206,0.0002569407,0.003384213,0.000483889],"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":[0.00004351428,0.000008458393,0.0005501878,0.0007644157,0.00001385689,0.0001043304,0.001867833,0.00003218137,0.0002402073,0.01057775,0.9400225,0.04577463],"study_design_scores_gemma":[0.000004997291,0.00001360873,0.002849646,0.001200846,0.00001603231,0.000235455,0.002281647,0.00002548656,0.0002774989,0.002453895,0.9906247,0.00001614303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002903575,0.5993322,0.001524709,0.2745815,0.06164239,0.00005584397,0.0001830219,0.00007138037,0.05970544],"genre_scores_gemma":[0.04505086,0.7403898,0.002343703,0.05996678,0.0438042,0.0001199415,0.000422202,0.000231952,0.1076706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9975172,"threshold_uncertainty_score":0.02863938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09599836825610779,"score_gpt":0.2824850672499611,"score_spread":0.1864866989938533,"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."}}