{"id":"W1544117220","doi":"10.29122/jai.v5i1.2427","title":"PEMANFAATAN DAN KONSERVASI SUMBER AIR DALAM KEADAAN DARURAT","year":2018,"lang":"en","type":"article","venue":"Jurnal Air Indonesia","topic":"IoT-based Control Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science; Water quality; Aquifer; Water conservation; Water resource management; Water treatment; Water resources; Groundwater; Environmental engineering; Geology","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"],"consensus_categories":[],"category_scores_codex":[0.0007108656,0.0004210858,0.000496288,0.0002346711,0.0004662131,0.0002751952,0.002236473,0.0001951617,0.00001034097],"category_scores_gemma":[0.00004140031,0.000369058,0.0002263047,0.000794299,0.0002024536,0.00112154,0.0004007342,0.0004119787,0.0005846639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192354,"about_ca_system_score_gemma":0.0003270114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964908,"about_ca_topic_score_gemma":0.0002446276,"domain_scores_codex":[0.9964037,0.0003067951,0.0006772202,0.0007985019,0.0009332452,0.0008805359],"domain_scores_gemma":[0.9972396,0.0001411775,0.0003373528,0.001539191,0.0003660207,0.0003766484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003428728,0.0007776361,0.7481187,0.0002017233,0.0004346496,0.001475047,0.003616367,0.000140325,0.03003472,0.1434963,0.03751673,0.03384488],"study_design_scores_gemma":[0.002661004,0.0006754955,0.8985329,0.0001937975,0.00004784901,0.001098215,0.0001078338,0.01530253,0.01133344,0.0005272354,0.06837654,0.001143164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9276614,0.0001365615,0.04955091,0.006141558,0.00271347,0.000505597,0.000005196821,0.0005819367,0.01270337],"genre_scores_gemma":[0.9939088,0.000002337694,0.00136445,0.002098791,0.001709491,0.0000333129,0.000005565206,0.00004559353,0.0008316486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504142,"threshold_uncertainty_score":0.9998761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010750966406705,"score_gpt":0.2315139042666237,"score_spread":0.2214063946025567,"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."}}