{"id":"W4406226465","doi":"10.62603/konteks.v2i6.291","title":"PERANAN PELABUHAN PENYEBERANGAN DITINJAU DARI ASPEK POLA MUSIM GELOMBANG LAUT (STUDI KASUS: PULAU MAKALEHI, PROVINSI SULAWESI UTARA)","year":2025,"lang":"id","type":"article","venue":"Konferensi Nasional Teknik Sipil (KoNTekS)","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; 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","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008162566,0.001702676,0.002256859,0.0004485717,0.002473529,0.0006486885,0.001487955,0.0007955203,0.002423238],"category_scores_gemma":[0.000964138,0.001329985,0.001038101,0.001547419,0.001455067,0.000603352,0.0007491545,0.00189864,0.004747923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189992,"about_ca_system_score_gemma":0.0008326101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01382415,"about_ca_topic_score_gemma":0.02162161,"domain_scores_codex":[0.9906214,0.000834635,0.001600084,0.002475869,0.001897975,0.002570002],"domain_scores_gemma":[0.9951411,0.001567058,0.0005067452,0.00104167,0.000836918,0.0009064595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005670396,0.006958161,0.4911401,0.002741065,0.00516489,0.004129718,0.005032449,0.0008802349,0.005581954,0.04193406,0.09481026,0.3359567],"study_design_scores_gemma":[0.002916512,0.001398975,0.7510375,0.0007898185,0.00052658,0.00006909911,0.001432374,0.002059646,0.0009008828,0.006161621,0.2307708,0.001936209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129232,0.01087937,0.00004955926,0.01515458,0.003653256,0.002106387,0.001028019,0.0004332571,0.05377235],"genre_scores_gemma":[0.9409264,0.0008598481,0.0002568849,0.003980396,0.001407502,0.00005001276,0.000975613,0.00004573692,0.05149759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3340205,"threshold_uncertainty_score":0.999572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775451029094743,"score_gpt":0.2288234534485912,"score_spread":0.2110689431576437,"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."}}