{"id":"W4226268521","doi":"10.23960/snip.v1i1.134","title":"Pembangunan Tampungan Air Hujan (ABSAH) Pada Daerah Kekeringan Di Kabupaten Tulang Bawang Barat","year":2022,"lang":"id","type":"article","venue":"Seminar Nasional Insinyur Profesional (SNIP)","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Physics; 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","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001474596,0.001114585,0.0008382819,0.000417418,0.003328557,0.000174511,0.001651687,0.0002689843,0.007535835],"category_scores_gemma":[0.0001144262,0.001120539,0.0004791156,0.001432388,0.0004738554,0.0007472647,0.008147274,0.001560716,0.001963891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962512,"about_ca_system_score_gemma":0.0004785337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007125043,"about_ca_topic_score_gemma":0.0002940875,"domain_scores_codex":[0.9906802,0.0006587865,0.001266259,0.00193505,0.003785707,0.00167398],"domain_scores_gemma":[0.9973319,0.0003564307,0.0005602197,0.0009515451,0.00008856404,0.000711303],"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":[0.004241358,0.0091606,0.1612016,0.001165794,0.001106276,0.007148003,0.01583389,0.009530946,0.3752359,0.01263532,0.3304625,0.0722778],"study_design_scores_gemma":[0.002324205,0.001164329,0.5952418,0.0005768461,0.0001778892,0.0003080861,0.005982486,0.003241881,0.0108099,0.001062818,0.3764296,0.002680209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733184,0.001301581,0.00006517582,0.00348332,0.004194864,0.001814885,0.0003655576,0.0002641421,0.01519207],"genre_scores_gemma":[0.9193078,0.0001775577,0.0008476453,0.001770337,0.0004730266,0.0002295389,0.0009506058,0.0001660549,0.07607738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4340402,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479095653457106,"score_gpt":0.2300279198662556,"score_spread":0.2152369633316845,"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."}}