{"id":"W4388799599","doi":"10.24036/geografi/vol11-iss2/3239","title":"IDENTIFIKASI TIPOLOGI LOKASI TAMBAK UDANG DI KABUPATEN PADANG PARIAMAN","year":2022,"lang":"id","type":"article","venue":"JURNAL GEOGRAFI","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities","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":[0.001176297,0.0005208249,0.0004566299,0.0002411975,0.00169005,0.0004093826,0.001240755,0.0001010698,0.02108095],"category_scores_gemma":[0.00003856638,0.0005382239,0.0003503147,0.001027025,0.0003120936,0.0004445488,0.005533505,0.0007978971,0.002991473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006905149,"about_ca_system_score_gemma":0.00005915147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582918,"about_ca_topic_score_gemma":0.0004695715,"domain_scores_codex":[0.9949502,0.000338833,0.0007950617,0.0009978679,0.001710032,0.001207948],"domain_scores_gemma":[0.9984638,0.00008013575,0.0004221645,0.0006418009,0.0000197256,0.0003723762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003291964,0.001420344,0.6927389,0.0001301574,0.0004697556,0.00204539,0.002505837,0.001711808,0.004566665,0.000860257,0.09901143,0.1942103],"study_design_scores_gemma":[0.0007204853,0.000288817,0.5968511,0.00002873249,0.0001188792,0.00006822302,0.001487006,0.0004200296,0.0003278397,0.000500265,0.3985059,0.0006827501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071542,0.001404141,0.0003682848,0.003713466,0.005037713,0.001223888,0.0001062889,0.0002588016,0.08073319],"genre_scores_gemma":[0.9284751,0.0002939674,0.00020558,0.000610893,0.0002264773,0.00009579449,0.00008665424,0.00005673883,0.06994884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2994945,"threshold_uncertainty_score":0.9997069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139997585748337,"score_gpt":0.2135970719741563,"score_spread":0.2021970961166729,"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."}}