{"id":"W4391367471","doi":"10.31292/kadaster.v1i2.26","title":"Penilaian Kesesuaian Penggunaan Tanah dengan Rencana Detail Tata Ruang Kawasan Peruntukan Industri Bagendang","year":2023,"lang":"id","type":"article","venue":"Kadaster Journal of Land Information Technology","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001132759,0.0003730967,0.0004852427,0.001740362,0.0004021616,0.0002875578,0.001090063,0.0003677927,0.001871184],"category_scores_gemma":[0.0001987561,0.0003297305,0.000148898,0.002059795,0.0002742223,0.00271911,0.001014638,0.0009156625,0.00279152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362769,"about_ca_system_score_gemma":0.0001417514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000989962,"about_ca_topic_score_gemma":0.0004328711,"domain_scores_codex":[0.996554,0.00008577471,0.00150281,0.000229353,0.0008905442,0.0007375236],"domain_scores_gemma":[0.9979863,0.00005293346,0.001146544,0.000430624,0.0001144399,0.0002691448],"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":[0.000184022,0.0001427266,0.2796793,0.0002490754,0.0003542325,0.0003941753,0.007662594,0.000307547,0.0009928738,0.0004891875,0.1045761,0.6049681],"study_design_scores_gemma":[0.002521108,0.0009465026,0.2499391,0.0004121333,0.0001719028,0.0004762733,0.02221231,0.001341387,0.002731191,0.0007202213,0.7176063,0.0009215648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616718,0.0002166002,0.001278181,0.008505896,0.001332895,0.0006087849,0.00004774367,0.0001817342,0.02615636],"genre_scores_gemma":[0.9945973,0.0004335621,0.0006249014,0.0003683121,0.0001000395,0.000008497508,0.00005449457,0.00002225088,0.003790655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6130301,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243589149454951,"score_gpt":0.2168904354746489,"score_spread":0.2044545439800994,"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."}}