{"id":"W3109502448","doi":"10.36805/jurnalbuanapengabdian.v2i1.1178","title":"PEMANFAATAN LAHAN BEKAS GALIAN BATU BATA MENJADI EMPANG IKAN AIR TAWAR","year":2020,"lang":"id","type":"article","venue":"JURNAL BUANA PENGABDIAN","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Horticulture; Art; Physics; Forestry; Geography; Biology","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":[0.0007414097,0.0008791221,0.0007498154,0.0002100053,0.0009187364,0.0004526119,0.001665725,0.0002415128,0.01445738],"category_scores_gemma":[0.0001490434,0.0009006265,0.0003864322,0.001239523,0.0003628022,0.001052405,0.001951136,0.001007036,0.01675345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593551,"about_ca_system_score_gemma":0.000149827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064698,"about_ca_topic_score_gemma":0.002985305,"domain_scores_codex":[0.9940391,0.0002809524,0.001043711,0.001485661,0.001583065,0.001567487],"domain_scores_gemma":[0.9967716,0.00009416538,0.0004088673,0.0008321044,0.00003415993,0.001859129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006290887,0.0009712423,0.1411057,0.0007542167,0.0008827474,0.003071589,0.02477849,0.0003715349,0.0125237,0.001581543,0.6935707,0.1197594],"study_design_scores_gemma":[0.001562434,0.0005643368,0.2958749,0.0002136768,0.0002379067,0.00002869487,0.003155906,0.000911193,0.00204337,0.0003401788,0.6933897,0.001677724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5179072,0.002031161,0.0008969787,0.1459645,0.003979922,0.003630353,0.0004792261,0.0007468719,0.3243638],"genre_scores_gemma":[0.9759887,0.0003999516,0.0007256125,0.007063476,0.000791338,0.00002957862,0.0001331641,0.0001155854,0.01475256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4580815,"threshold_uncertainty_score":0.9993444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353619517690756,"score_gpt":0.2243519187880105,"score_spread":0.2008157236111029,"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."}}