{"id":"W4404578754","doi":"10.62951/repeater.v2i4.230","title":"Penerapan Metode Preference Selection Index (PSI) Penentuan Penilaian Kinerja Fasilitator di BBPPMPV BBL Medan","year":2024,"lang":"en","type":"article","venue":"Repeater","topic":"Decision Support System Applications","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Selection (genetic algorithm); Index (typography); Preference; Mathematics; Statistics; Computer science; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005460932,0.0002933331,0.0002875424,0.0005118268,0.0002108703,0.0009920846,0.0003992656,0.0001190859,0.004250731],"category_scores_gemma":[0.00006893736,0.0002426263,0.0001672694,0.0008981567,0.00004343266,0.001315187,0.0002157133,0.0001990579,0.008970531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009645535,"about_ca_system_score_gemma":0.00005261373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000370395,"about_ca_topic_score_gemma":0.0003172655,"domain_scores_codex":[0.9977214,0.00002770697,0.0004987858,0.0007721914,0.0005751005,0.0004048406],"domain_scores_gemma":[0.9989593,0.0000598048,0.0001337698,0.0005782835,0.0002265534,0.00004230053],"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":[0.0001734444,0.0004684831,0.1957117,0.001766125,0.0005226242,0.0001390086,0.001248983,0.0001106547,0.05873903,0.03724543,0.6589702,0.04490433],"study_design_scores_gemma":[0.0002920167,0.00001490686,0.04100247,0.0001448844,0.0001116884,0.00002839933,0.0001889626,0.004852268,0.001134913,0.002086824,0.9496502,0.0004924522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7842507,0.0003211884,0.01145426,0.003765616,0.001852144,0.001415164,0.00001868069,0.001694213,0.1952281],"genre_scores_gemma":[0.970631,0.000006459829,0.0001987581,0.0003567855,0.001000697,0.0002587198,0.00007497761,0.00007512316,0.02739745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2906801,"threshold_uncertainty_score":0.9966595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944168161694617,"score_gpt":0.2638753082370216,"score_spread":0.2244336266200754,"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."}}