{"id":"W4248144446","doi":"10.1017/cbo9781139097000","title":"From Far Formosa","year":2011,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); History; Fauna; TRIPS architecture; Geography; Flora (microbiology); Genealogy; Ethnology; Art history; Ancient history; Archaeology; Ecology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001434738,0.0002769888,0.000413988,0.00009147897,0.0007755193,0.00004145541,0.0006635591,0.000474102,0.00002029561],"category_scores_gemma":[0.00001972946,0.0003231311,0.000240656,0.00001359152,0.0008479266,0.00009554267,0.000277892,0.0003680724,0.0001149257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00034357,"about_ca_system_score_gemma":0.0005345434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005772157,"about_ca_topic_score_gemma":0.00009939654,"domain_scores_codex":[0.9985327,0.000137361,0.0001360046,0.0004344134,0.0003458111,0.0004136841],"domain_scores_gemma":[0.9990088,0.00007550296,0.0001796486,0.0003779083,0.0001299394,0.0002281418],"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":[0.00003474741,0.000007470613,0.000004963305,0.000009740994,0.0001563891,0.00009261385,0.01088785,1.253694e-8,8.007019e-7,0.65235,0.3349261,0.00152926],"study_design_scores_gemma":[0.0002361399,0.00001234749,0.00001776641,0.00005836366,0.0001772034,3.482575e-7,0.00972096,6.359496e-7,0.000006124292,0.00009579942,0.9893237,0.0003506321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003967733,0.0003515097,0.0002522553,0.00001612034,0.0005138137,0.0003016824,0.0007734008,0.0002109858,0.9975405],"genre_scores_gemma":[0.0007264989,0.0001997109,0.0000731175,0.00003431032,0.0006496797,8.338364e-7,0.00005715056,0.00002553803,0.9982331],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6543975,"threshold_uncertainty_score":0.9999221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637636724601365,"score_gpt":0.2255366404613741,"score_spread":0.1891602732153605,"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."}}