{"id":"W4288060587","doi":"10.18357/kula.227","title":"Trouble in Paradise","year":2022,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Search engine indexing; Mainstream; Index (typography); Multiculturalism; Population; Paradise; Geography; Representation (politics); History; Library science; Computer science; World Wide Web; Sociology; Political science; Politics; Art history; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001911927,0.0006412587,0.000544185,0.001124047,0.01660946,0.009888619,0.001624691,0.002486345,0.1589471],"category_scores_gemma":[0.006104487,0.0004671577,0.0004216336,0.001632739,0.008937486,0.01141079,0.009807608,0.00490969,0.03196521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003524197,"about_ca_system_score_gemma":0.002613291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02273313,"about_ca_topic_score_gemma":0.05644398,"domain_scores_codex":[0.9971839,0.0009086425,0.00009515501,0.0004927422,0.000684033,0.0006356381],"domain_scores_gemma":[0.9985329,0.0002260604,0.0001324444,0.0002788425,0.0003205878,0.000509197],"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":[0.0001097435,0.0000519863,0.001835027,0.0001574884,0.00001369188,0.001642377,0.1362601,0.0000834547,0.0004936323,0.3191385,0.463187,0.07702715],"study_design_scores_gemma":[0.00000206513,0.000006786294,0.0002545904,0.00005805143,0.00000125338,0.0001663854,0.02655325,0.00001807788,0.00003101632,0.002050592,0.97085,0.000007796605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02366288,0.001930552,0.002529404,0.02395136,0.002810877,0.0000744957,0.000309339,0.000362181,0.9443689],"genre_scores_gemma":[0.1691462,0.001551319,0.001854947,0.007132829,0.000581555,0.00005983632,0.0003433348,0.0008182685,0.8185118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1589471,"threshold_uncertainty_score":0.5317311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06749112342239887,"score_gpt":0.4171249962093618,"score_spread":0.349633872786963,"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."}}