{"id":"W4376607018","doi":"10.47600/jtst.v4i3.446","title":"Pemetaan Kondisi Sarana dan Prasarana Infrastruktur Berkelanjutan Berbasis Foto Udara pada Kelurahan Kairagi Dua Kecamatan Mapanget Kota Manado","year":2023,"lang":"id","type":"article","venue":"Jurnal Teknik Sipil Terapan","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004801871,0.0008122168,0.0004196841,0.0006635158,0.001246045,0.00294623,0.0008574173,0.00102253,0.02836397],"category_scores_gemma":[0.000632745,0.0003667173,0.0004626384,0.0006084003,0.0004940613,0.001741903,0.001627246,0.001075465,0.009968424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314102,"about_ca_system_score_gemma":0.00163907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00794473,"about_ca_topic_score_gemma":0.01791565,"domain_scores_codex":[0.9993889,0.00006284045,0.00003130523,0.000138726,0.0002790541,0.000099174],"domain_scores_gemma":[0.9991215,0.0001158367,0.00006315939,0.0001093824,0.000475107,0.0001150159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006461717,0.0004104766,0.009192965,0.001389247,0.00007480505,0.001426585,0.001898282,0.00633738,0.2282913,0.02280078,0.07441638,0.6531157],"study_design_scores_gemma":[0.0000472574,0.0007143209,0.01448023,0.0003129557,0.000154114,0.001525808,0.003322672,0.02670776,0.1462579,0.005040431,0.8013054,0.0001311478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2033592,0.009312863,0.3165171,0.008726868,0.003684865,0.0008930513,0.002392485,0.0074747,0.4476388],"genre_scores_gemma":[0.4080398,0.006628744,0.1102817,0.001150733,0.0003313026,0.0002222578,0.001705334,0.0005978813,0.4710422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02836397,"threshold_uncertainty_score":0.09488696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552962938847016,"score_gpt":0.2241716581669468,"score_spread":0.2086420287784766,"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."}}