{"id":"W4282963579","doi":"10.25124/idealog.v7i1.4787","title":"EIGHT ASPECT DESIGNS OF BOARDING SCHOOL BASED ON PREFERENCE IN NEW NORMAL ERA OF COVID-19, KENDARI CITY AND BANDUNG AS CASE STUDIES","year":2022,"lang":"id","type":"article","venue":"Idealog Ide dan Dialog Desain Indonesia","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"Universitas Lampung","keywords":"Mathematics; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003120589,0.0004985338,0.0009908356,0.0007077058,0.0009510535,0.000146859,0.001201362,0.000148729,0.0000600185],"category_scores_gemma":[0.003102338,0.000544024,0.0001535035,0.00160404,0.0004446288,0.0003308699,0.001146841,0.00145751,0.000008454716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005087451,"about_ca_system_score_gemma":0.002906102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055323,"about_ca_topic_score_gemma":0.001081756,"domain_scores_codex":[0.9945573,0.001686859,0.001143699,0.001191127,0.0007459057,0.0006751374],"domain_scores_gemma":[0.9942388,0.002916322,0.0008708144,0.001246448,0.0001512914,0.0005763018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001273836,0.001634219,0.8170408,0.001286271,0.0005751026,0.007040006,0.01977419,0.05009829,0.002722437,0.04048065,0.01191333,0.04616087],"study_design_scores_gemma":[0.03035184,0.01352823,0.7177576,0.002248361,0.001402882,0.009212513,0.006407224,0.1706818,0.00626751,0.02575533,0.01009198,0.006294782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456778,0.001463758,0.04690533,0.003112146,0.0004106883,0.00119411,0.0004196601,0.0001349327,0.0006815873],"genre_scores_gemma":[0.9914927,0.0001014942,0.00687031,0.001076951,0.00007900628,0.0001518648,0.0001021222,0.00003597653,0.00008952725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205835,"threshold_uncertainty_score":0.9997011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06716321374863958,"score_gpt":0.3222149295977828,"score_spread":0.2550517158491432,"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."}}