{"id":"W2979959833","doi":"10.37058/aks.v1i1.832","title":"Regulasi Pintu Air Untuk Optimasi Pengelolaan Pintu Air Irigasi Pada Daerah Irigasi Cimulu","year":2019,"lang":"id","type":"article","venue":"Akselerasi Jurnal Ilmiah Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.004126247,0.003177739,0.003804299,0.001519455,0.001587524,0.001870394,0.008634745,0.001853319,0.001241889],"category_scores_gemma":[0.0009823038,0.003263188,0.001726832,0.003531907,0.001001709,0.004083618,0.002532633,0.005854162,0.02327039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001856776,"about_ca_system_score_gemma":0.002924839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283246,"about_ca_topic_score_gemma":0.0002300377,"domain_scores_codex":[0.9778537,0.002794481,0.004209114,0.005225613,0.004995145,0.004921939],"domain_scores_gemma":[0.9838704,0.001936013,0.003024627,0.006549404,0.002033269,0.002586271],"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":[0.002933123,0.01075234,0.1136046,0.007538789,0.007830117,0.00517735,0.05723447,0.04605952,0.1702368,0.02473633,0.3006742,0.2532224],"study_design_scores_gemma":[0.01303063,0.004940812,0.0780255,0.005072469,0.0006167308,0.002683594,0.001724482,0.1356958,0.02151713,0.000445143,0.7281141,0.008133667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923246,0.005377217,0.00996788,0.01307601,0.02999204,0.006631882,0.0001221457,0.003457764,0.03905043],"genre_scores_gemma":[0.9140448,0.0004468531,0.0112298,0.002790431,0.003900341,0.0001927031,0.0001117686,0.0006927915,0.0665905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4274399,"threshold_uncertainty_score":0.9997123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236120346095597,"score_gpt":0.2397460317670437,"score_spread":0.2273848283060877,"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."}}