{"id":"W4401038820","doi":"10.31959/js.v14i1.2369","title":"SURVEI INVESTIGASI DESAIN JEMBATAN WAI LAWA NEGERI TAWIRI KOTA AMBON","year":2024,"lang":"id","type":"article","venue":"JURNAL SIMETRIK","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada); WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Forestry; 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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004601322,0.0008536057,0.001009024,0.001503629,0.0004679167,0.003283163,0.002611356,0.000542139,0.0004743302],"category_scores_gemma":[0.002010849,0.0008143481,0.0005312542,0.006010724,0.0003869801,0.001288839,0.0008952838,0.002214999,0.006750091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007402112,"about_ca_system_score_gemma":0.001190329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372439,"about_ca_topic_score_gemma":0.0001186385,"domain_scores_codex":[0.9915389,0.001661117,0.001466897,0.001748768,0.00200904,0.001575231],"domain_scores_gemma":[0.9938819,0.002485261,0.0004694394,0.001643199,0.000333388,0.001186777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001455971,0.00101645,0.07974152,0.002942638,0.001836229,0.007218782,0.01753874,0.00103869,0.02624035,0.02313586,0.2917936,0.5473516],"study_design_scores_gemma":[0.001127783,0.0008739213,0.03802126,0.002202317,0.0001536752,0.0006723703,0.0001757746,0.2753594,0.004556129,0.0004736007,0.6745269,0.001856844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7769507,0.062869,0.06635762,0.01486067,0.04907198,0.002740864,0.0002088752,0.003757934,0.02318233],"genre_scores_gemma":[0.9728749,0.0002401222,0.005192625,0.000545276,0.003009585,0.00002743581,0.00003177821,0.0001732308,0.01790507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5454947,"threshold_uncertainty_score":0.9994307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697424769554707,"score_gpt":0.2772532150201284,"score_spread":0.2502789673245813,"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."}}