{"id":"W2916627354","doi":"10.24895/sng.2018.3-0.1034","title":"PERUBAHAN PENGGUNAAN LAHAN DAN FAKTOR-FAKTOR YANG MEMPENGARUHI DI SEKITAR AREA PANAM KOTA PEKANBARU","year":2019,"lang":"id","type":"article","venue":"Seminar Nasional Geomatika","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (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":["insufficient_payload"],"category_scores_codex":[0.0006569875,0.001182705,0.001228682,0.00006766561,0.001403139,0.000338572,0.001311574,0.0008522061,0.002957023],"category_scores_gemma":[0.0001964645,0.0005186666,0.0007781311,0.0009669993,0.0003120035,0.0005935083,0.0009431997,0.00112029,0.002838272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206942,"about_ca_system_score_gemma":0.00008959229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004892951,"about_ca_topic_score_gemma":0.0005597228,"domain_scores_codex":[0.9939492,0.0003693328,0.0009888315,0.00159721,0.001529681,0.001565793],"domain_scores_gemma":[0.9971899,0.0007310527,0.0005729188,0.0004336405,0.0003968751,0.0006756462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000440811,0.002304893,0.1703469,0.0006212824,0.001146154,0.0004036626,0.005813963,0.00005917787,0.4665996,0.002013642,0.3213989,0.02885109],"study_design_scores_gemma":[0.001058904,0.002317092,0.5855433,0.001266384,0.0003505462,0.000213731,0.04000634,0.0001496084,0.00755783,0.0002522861,0.3587226,0.002561318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765599,0.004545377,7.676019e-7,0.00670759,0.001549153,0.00118083,0.0003997072,0.0002224952,0.008834158],"genre_scores_gemma":[0.9202855,0.0006686597,0.00006953937,0.0005430288,0.002646935,0.00005435535,0.0008413011,0.00001771458,0.07487298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4590417,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565782311039116,"score_gpt":0.2076332459369184,"score_spread":0.1919754228265272,"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."}}