{"id":"W4237123872","doi":"10.23887/jptk.v8i1.2892","title":"PERANCANGAN PENGATURAN SINYAL/RAMBU PADA STASIUN KERETA API BERSKALA KECIL BERBASIS PERSONAL KOMPUTER","year":2011,"lang":"id","type":"article","venue":"Jurnal Pendidikan Teknologi dan Kejuruan","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Operating system; Forestry; Humanities; Physics; Computer science; Art; Geography","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001642584,0.001696347,0.001531175,0.0010971,0.001356287,0.001795132,0.006209309,0.0007271254,0.0005465906],"category_scores_gemma":[0.0001409013,0.001606202,0.001115414,0.002272637,0.0007565653,0.002981541,0.002459502,0.002692255,0.0008301041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005751943,"about_ca_system_score_gemma":0.0007684125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006104762,"about_ca_topic_score_gemma":0.0002744698,"domain_scores_codex":[0.9897214,0.0005786992,0.001609174,0.002917244,0.002004437,0.003169117],"domain_scores_gemma":[0.9946612,0.0003183263,0.0007448249,0.002387974,0.0004408466,0.001446842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00053639,0.00290495,0.02393506,0.0007235497,0.001814448,0.007833429,0.08145624,0.0002698018,0.007410104,0.009433012,0.03214729,0.8315357],"study_design_scores_gemma":[0.0101457,0.01149384,0.3598355,0.002462904,0.001160643,0.009443251,0.006732869,0.2782499,0.0269682,0.001699853,0.2781588,0.01364845],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915109,0.005134389,0.05826857,0.002309948,0.009320336,0.001010602,0.0001198424,0.001359072,0.007368243],"genre_scores_gemma":[0.9301835,0.0005417285,0.0639164,0.001145838,0.001338714,0.00003649267,0.00003981388,0.0001516479,0.002645884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8178872,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03614524182418491,"score_gpt":0.2196727256897761,"score_spread":0.1835274838655912,"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."}}