{"id":"W4417155087","doi":"10.33395/jmp.v14i2.15690","title":"Data Mining Untuk Memprediksi Penjualan","year":2025,"lang":"","type":"article","venue":"Jurnal Minfo Polgan","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Naive Bayes classifier; Informatics engineering; Pattern recognition (psychology); Classifier (UML)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003429379,0.001213412,0.001606926,0.003075601,0.001181351,0.005826989,0.001703742,0.00182703,0.004398256],"category_scores_gemma":[0.00936338,0.0007013217,0.001905852,0.003468134,0.0009349493,0.004953762,0.001381642,0.002111017,0.003838908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266119,"about_ca_system_score_gemma":0.002331954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003468633,"about_ca_topic_score_gemma":0.004101621,"domain_scores_codex":[0.9956421,0.0009066547,0.0005188375,0.001039057,0.001700016,0.0001934848],"domain_scores_gemma":[0.9937893,0.003108702,0.0004304404,0.0006722133,0.001838448,0.0001609907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004098096,0.0004096275,0.01859972,0.001999991,0.0004371408,0.0008309538,0.0009926803,0.0233743,0.0184968,0.0214137,0.01678879,0.8962466],"study_design_scores_gemma":[0.0001207274,0.000726251,0.02429964,0.002116852,0.000850327,0.00294915,0.004439452,0.4460965,0.08386882,0.1404322,0.2937343,0.0003658072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08076093,0.01834109,0.8480343,0.008359686,0.001923456,0.001014557,0.004275586,0.003465041,0.03382532],"genre_scores_gemma":[0.4324164,0.0175605,0.495733,0.002276741,0.001231912,0.000846043,0.00696349,0.0004861151,0.04248587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005826989,"threshold_uncertainty_score":0.0181365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879283527059328,"score_gpt":0.3396085566312833,"score_spread":0.30081572136069,"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."}}