{"id":"W6960622775","doi":"10.14288/1.0354912","title":"Europe","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guild; Government (linguistics); Tourism; Legislation","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000230385,0.00003288055,0.00006526508,0.000009577746,0.03369316,0.0029676,0.0004966473,0.00001977059,0.0007162863],"category_scores_gemma":[0.0003433226,0.00003123508,0.00002005386,0.0001496625,0.0002457452,0.0002180491,0.0001604286,0.0000435173,0.0001417624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002021085,"about_ca_system_score_gemma":0.0001379489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02666144,"about_ca_topic_score_gemma":0.02387637,"domain_scores_codex":[0.9995956,0.00005331927,0.00004752041,0.00009505644,0.0000829733,0.0001255051],"domain_scores_gemma":[0.9996057,0.00001818096,0.00004116445,0.0002124264,0.00006976778,0.00005280547],"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":[0.000005333594,0.00002882645,0.0008224704,3.683004e-7,0.00001885932,0.00000279548,0.006880162,2.443729e-7,0.000001506524,0.01879777,0.9717948,0.001646879],"study_design_scores_gemma":[0.00009777767,0.000006535136,0.001604246,0.000003287967,0.000004990032,3.646088e-7,0.009275268,0.00000146568,0.000001980195,0.001965994,0.9869898,0.0000483133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000755409,0.00001112798,0.00006543742,0.002335039,0.0004072684,0.0001594657,0.000007530236,0.00002481852,0.9969138],"genre_scores_gemma":[0.1585975,0.00003762618,0.0001512565,0.00002878566,0.0001310389,0.00002260006,1.972946e-7,0.000003084772,0.8410279],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1585219,"threshold_uncertainty_score":0.9980674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06777272731370752,"score_gpt":0.3680748533700711,"score_spread":0.3003021260563635,"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."}}