{"id":"W3135449273","doi":"10.33772/jsl.v4i3.8779","title":"ANALISA PERUBAHAN GARIS PANTAI MENGGUNAKAN TEKNOLOGI PENGINDERAAN JAUH DI WILAYAH PESISIR KECAMATAN LAKUDO KABUPATEN BUTON TENGAH","year":2019,"lang":"id","type":"article","venue":"Jurnal Sapa Laut (Jurnal Ilmu Kelautan)","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002144584,0.001984166,0.00188814,0.0007689757,0.001499757,0.001404766,0.002676534,0.0008590669,0.01925856],"category_scores_gemma":[0.0001375563,0.001802689,0.001028316,0.001780911,0.0006713141,0.002147797,0.002793111,0.002789524,0.01118239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230608,"about_ca_system_score_gemma":0.0003272944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009713454,"about_ca_topic_score_gemma":0.0009717105,"domain_scores_codex":[0.9875374,0.0007124806,0.002478363,0.002554583,0.003448682,0.003268536],"domain_scores_gemma":[0.9949065,0.0003494979,0.001376607,0.00173809,0.0001499267,0.001479387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001437126,0.00195462,0.8756191,0.0005275696,0.001686011,0.001978385,0.0048283,0.001655403,0.02523622,0.001628097,0.01116038,0.07228877],"study_design_scores_gemma":[0.00413639,0.001392741,0.8386692,0.0007734674,0.0005935135,0.0004530457,0.003391708,0.003434508,0.002610032,0.0004996363,0.1410365,0.00300923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217309,0.001319811,0.0001976821,0.002854924,0.002995197,0.001913258,0.000207512,0.0003910564,0.06838965],"genre_scores_gemma":[0.9680066,0.002082904,0.0004243859,0.0009113079,0.000671458,0.00006648814,0.0001514042,0.0002413707,0.02744409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1298761,"threshold_uncertainty_score":0.9998001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009295309579569182,"score_gpt":0.2136693931937755,"score_spread":0.2043740836142064,"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."}}