{"id":"W3176219387","doi":"10.1163/2405478x-01302011","title":"Some methodological issues in reading oracle-bone inscriptions","year":2021,"lang":"en","type":"article","venue":"Bulletin of Chinese Linguistics","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reading (process); Linguistics; Literature; Hermeneutics; Oracle; History; Philosophy; Computer science; Epistemology; Art","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001138775,0.0001387277,0.0004032139,0.0001042864,0.0002511196,0.0000309071,0.0001953866,0.0001562656,0.0005205503],"category_scores_gemma":[0.04280346,0.0001285919,0.0001121122,0.0004027269,0.0002844693,0.00001543886,0.00008331579,0.0002688534,0.0000567032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006370182,"about_ca_system_score_gemma":0.0001336673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009834375,"about_ca_topic_score_gemma":0.0003315108,"domain_scores_codex":[0.9981505,0.0006617769,0.0004169369,0.0002562125,0.0003116505,0.0002029574],"domain_scores_gemma":[0.998224,0.0009382535,0.0001281784,0.0002365906,0.0003710541,0.0001018793],"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":[0.00005675647,0.0003795454,0.01117072,0.00007617047,0.00001702729,0.0003311793,0.01194501,0.00009515322,0.0004911165,0.9698519,0.005296905,0.0002884821],"study_design_scores_gemma":[0.0001797204,0.00001678979,0.00159294,0.00003878858,0.0000086112,0.000002468908,0.0001131676,0.000009952227,0.00003755133,0.419329,0.5785483,0.0001227997],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4053989,0.01397874,0.0002820049,0.03994667,0.008205346,0.0004477978,0.00007635487,0.000306835,0.5313573],"genre_scores_gemma":[0.9687264,0.0003845991,0.02318145,0.0004277747,0.003676162,0.000006328294,0.00001664563,0.00001544992,0.003565177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5732514,"threshold_uncertainty_score":0.9652594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08262923923059937,"score_gpt":0.378271381635586,"score_spread":0.2956421424049867,"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."}}