{"id":"W4382290997","doi":"10.1515/9780228009597-002","title":"Preface","year":2022,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008916092,0.0007361984,0.0005379345,0.001677332,0.002254636,0.003006413,0.001291167,0.001074244,0.6001122],"category_scores_gemma":[0.005697597,0.000261891,0.0003800796,0.001409592,0.0005308538,0.002528834,0.002063435,0.001965092,0.3856285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589981,"about_ca_system_score_gemma":0.002204094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004969577,"about_ca_topic_score_gemma":0.005483098,"domain_scores_codex":[0.9993508,0.00009662751,0.00004916009,0.0001371358,0.0002861415,0.00008002578],"domain_scores_gemma":[0.9977325,0.0003243053,0.00009072889,0.0002439948,0.001237073,0.0003713405],"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":[0.00001683222,0.00001265351,0.000145807,0.00009392435,0.000001381728,0.00005516948,0.0001016225,0.00002767263,0.0001067071,0.00319018,0.9590756,0.0371724],"study_design_scores_gemma":[0.000001633962,0.000005616094,0.0002827143,0.00005586226,6.093227e-7,0.00003930787,0.00009326155,0.00001299825,0.00003167018,0.0007417183,0.9987326,0.000001969319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001467994,0.006002263,0.002627366,0.01766834,0.05520257,0.0004894188,0.01185444,0.001088711,0.9035988],"genre_scores_gemma":[0.007005577,0.003924928,0.001337562,0.005027208,0.008999373,0.0002621312,0.00962817,0.000568176,0.9632469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3998878,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677608265843114,"score_gpt":0.2212246829783406,"score_spread":0.2044486003199094,"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."}}