{"id":"W4312937155","doi":"10.53514/ir.v6i2.335","title":"PENERAPAN SISTEM PAKAR BIMBINGAN KONSELING PADA SMK MUHAMMADIYAH 3 METRO","year":2022,"lang":"id","type":"article","venue":"International Research on Big-Data and Computer Technology I-Robot","topic":"Edcuational Technology Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Computer science; Art","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":[0.0008280937,0.0009117133,0.0006076886,0.001139531,0.001028448,0.002662814,0.0007117871,0.0009741542,0.03174385],"category_scores_gemma":[0.001788246,0.0004150914,0.0007643659,0.001061916,0.0003896705,0.002049821,0.001446841,0.0008490717,0.009605854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007646005,"about_ca_system_score_gemma":0.001111822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004887478,"about_ca_topic_score_gemma":0.007001889,"domain_scores_codex":[0.9982583,0.0001582512,0.0001118303,0.0002424237,0.001030508,0.0001986148],"domain_scores_gemma":[0.9986597,0.0002781742,0.0001497665,0.0001910753,0.0006142318,0.0001070701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001368818,0.0005552103,0.04662485,0.003055137,0.0001814263,0.001928489,0.002588165,0.007285964,0.2756586,0.007117904,0.02623676,0.6273986],"study_design_scores_gemma":[0.0001038177,0.001649032,0.1803167,0.0006035085,0.0005250112,0.003774137,0.008685778,0.03000413,0.2285054,0.00568986,0.5398259,0.0003168765],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6172886,0.004620787,0.1124589,0.001613645,0.0004929591,0.0008128955,0.004825047,0.009434291,0.248453],"genre_scores_gemma":[0.8300552,0.002145005,0.04901957,0.0004591148,0.0001258089,0.0003539498,0.004448968,0.0008033259,0.1125891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03174385,"threshold_uncertainty_score":0.1061938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2330854226491235,"score_gpt":0.3947757741019373,"score_spread":0.1616903514528138,"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."}}