{"id":"W7041751689","doi":"","title":"Place Memes","year":2012,"lang":"en","type":"report","venue":"Royal Holloway Digital Repository (Royal Holloway University of London)","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Tourism; Indigenous; Toponymy; Order (exchange); Reflection (computer programming)","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001017593,0.0006586714,0.00128076,0.0002986358,0.002180869,0.0001642598,0.001179726,0.001340672,0.0007325346],"category_scores_gemma":[0.0008617945,0.0007622124,0.001043375,0.0003438724,0.002630542,0.0004512716,0.000435417,0.0009057392,0.0004576388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169416,"about_ca_system_score_gemma":0.003791313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007432783,"about_ca_topic_score_gemma":0.0004772065,"domain_scores_codex":[0.9950014,0.000384627,0.00066766,0.0009033622,0.001943605,0.001099318],"domain_scores_gemma":[0.9955851,0.0007917653,0.001024387,0.0007043015,0.001272761,0.0006216895],"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":[0.0003448807,0.001125211,0.1925804,0.0004093648,0.002041264,0.0003380364,0.0241979,0.0000705532,0.00001230702,0.001437159,0.7701764,0.007266525],"study_design_scores_gemma":[0.0006069131,0.0001246255,0.01878115,0.0002000588,0.0004533642,0.00001103446,0.01961122,0.000001779792,0.00002959193,0.00007060534,0.9592886,0.0008210429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1067309,0.0041747,0.00002384663,0.0001814072,0.006411365,0.000495907,0.0001718443,0.0002859592,0.8815241],"genre_scores_gemma":[0.5341981,0.0005889463,0.00006233782,0.00001720935,0.001128457,0.000002430304,0.00007597946,0.0000393102,0.4638872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4274673,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867967392326071,"score_gpt":0.2765306366402487,"score_spread":0.237850962716988,"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."}}