{"id":"W4285510717","doi":"10.56064/maspari.v13i1.13444","title":"KAJIAN AWAL PERENCANAAN BANGUNAN PELINDUNG PANTAI LABUHAN JUKUNG, KRUI, KABUPATEN PESISIR BARAT, PROVINSI LAMPUNG","year":2021,"lang":"id","type":"article","venue":"Maspari Journal Marine Science Research","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics","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":["sts","insufficient_payload"],"category_scores_codex":[0.01323159,0.0007431575,0.0007411359,0.00124254,0.004992838,0.004700763,0.003551532,0.0002401163,0.01263444],"category_scores_gemma":[0.001408613,0.0006728076,0.0003048129,0.00702665,0.002933783,0.002255165,0.01588504,0.003270245,0.002025435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00322556,"about_ca_system_score_gemma":0.004000354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002054583,"about_ca_topic_score_gemma":0.007944693,"domain_scores_codex":[0.9832079,0.001100325,0.001308703,0.002150562,0.00802181,0.00421065],"domain_scores_gemma":[0.9947968,0.0002743453,0.0003799289,0.001288253,0.0009862107,0.002274459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002030536,0.001115505,0.616984,0.0002351225,0.0001412541,0.005263578,0.003295096,0.0002576629,0.02767039,0.001971373,0.009514379,0.3333487],"study_design_scores_gemma":[0.001345599,0.0006832159,0.9081461,0.0003612358,0.0000687368,0.0008000931,0.005738213,0.003363427,0.00703237,0.002313792,0.06895043,0.00119673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7132413,0.000640051,0.0001367295,0.01098415,0.001820734,0.001049543,0.00001083249,0.00007620746,0.2720404],"genre_scores_gemma":[0.8965819,0.001579255,0.001840116,0.0002143074,0.0005989703,0.00003319317,0.00002048742,0.00007061818,0.09906109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3321519,"threshold_uncertainty_score":0.9997796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05701190419425201,"score_gpt":0.3405855068324162,"score_spread":0.2835736026381642,"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."}}