{"id":"W4387489819","doi":"10.1086/727178","title":":<i>Pearl</i>","year":2023,"lang":"he","type":"article","venue":"Speculum","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pearl; Download; Permission; Library science; History; Classics; Art history; Media studies; Art; Sociology; Law; Archaeology; Computer science; Political science; World Wide Web","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007880225,0.0003949064,0.0003856093,0.0004008673,0.0002416294,0.0002104684,0.0005705384,0.0002175996,0.009601313],"category_scores_gemma":[0.000236515,0.0004374007,0.0002763339,0.003339154,0.0002497838,0.0001891899,0.0004396727,0.0004563211,0.8913405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432368,"about_ca_system_score_gemma":0.0001824289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003202863,"about_ca_topic_score_gemma":0.0001373581,"domain_scores_codex":[0.996474,0.0001839308,0.0004255296,0.0007343081,0.0008308427,0.001351375],"domain_scores_gemma":[0.9982059,0.00007442265,0.0001413025,0.001093075,0.0001150088,0.0003702629],"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":[0.00003047952,0.0001103284,0.001875369,0.00006016339,0.0001246846,0.0004518657,0.001146347,0.00003936267,0.02684475,0.008363872,0.9596093,0.001343485],"study_design_scores_gemma":[0.0009901007,0.0001141606,0.02122517,0.0001144516,0.00006907375,0.00001615362,0.001831921,0.0008387821,0.005806064,0.00167332,0.9666048,0.0007159966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4368797,0.0008764083,0.000005296717,0.003334491,0.003810908,0.0005601115,0.0005418295,0.002426635,0.5515646],"genre_scores_gemma":[0.7654137,0.0004614459,0.0001465491,0.0004051483,0.00234453,0.00002320703,0.0001656971,0.0004943771,0.2305453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8817391,"threshold_uncertainty_score":0.9998078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563008659802242,"score_gpt":0.2867033072376206,"score_spread":0.2610732206395982,"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."}}