{"id":"W7006083558","doi":"","title":"Strategi Pengelolaan Jalan Kolektor Berdasarkan Kondisi Fungsional Jalan Dengan Menggunakan Quantunm Geographic Information System (QGIS)","year":2021,"lang":"id","type":"dissertation","venue":"Repository Universitas Katolik Widya Mandira (Universitas Katolik Widya Mandala)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulpit; Picketing; Quarter (Canadian coin); Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001041974,0.002383929,0.002229704,0.002498759,0.003239245,0.001245618,0.00293221,0.00339122,0.0005599203],"category_scores_gemma":[0.0001494242,0.002770378,0.001794318,0.001687201,0.001086971,0.0007371329,0.00140108,0.002272553,0.0003482497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137488,"about_ca_system_score_gemma":0.002425409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006678406,"about_ca_topic_score_gemma":0.0004474177,"domain_scores_codex":[0.9881483,0.001010898,0.002243323,0.002389709,0.003456324,0.002751448],"domain_scores_gemma":[0.9903752,0.0001405116,0.002235947,0.002563343,0.0024255,0.002259488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.03919077,0.01084451,0.1358482,0.08596204,0.05703698,0.04023447,0.09642158,0.001661585,0.2337218,0.05240152,0.2225344,0.02414206],"study_design_scores_gemma":[0.01715499,0.004808531,0.04500004,0.00447457,0.008354794,0.003044231,0.7333342,0.006734019,0.02547818,0.0001269475,0.1418301,0.009659408],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9111654,0.005242703,0.0006501149,0.0003155191,0.004408839,0.002530248,0.001446888,0.0003392398,0.07390111],"genre_scores_gemma":[0.9648916,0.002198129,0.0004753096,0.0001448297,0.0008470761,0.00002729553,0.02553594,0.0002050955,0.005674705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6369126,"threshold_uncertainty_score":0.9997912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007812594070519553,"score_gpt":0.219560015321752,"score_spread":0.2117474212512325,"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."}}