{"id":"W4408152268","doi":"10.22487/jpwkt.v1i1.6","title":"Penilaian Kota Layak Huni Dari Aspek Lingkungan Di Pusat Pelayanan Kota Kecamatan Palu Timur","year":2022,"lang":"id","type":"article","venue":"Jurnal PeWeKa Tadulako","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Art","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008793834,0.001093253,0.001172199,0.00008749079,0.004960783,0.0007048514,0.001984206,0.0004578,0.004053178],"category_scores_gemma":[0.0001481743,0.0005182956,0.0008367297,0.001743908,0.0003992689,0.0004925339,0.00193731,0.00263598,0.0005931265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676729,"about_ca_system_score_gemma":0.0001296703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167636,"about_ca_topic_score_gemma":0.002093962,"domain_scores_codex":[0.9929288,0.0006939308,0.001224644,0.001556865,0.001774877,0.001820888],"domain_scores_gemma":[0.9972709,0.0003485045,0.0008393896,0.0004267449,0.0003238752,0.0007905611],"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":[0.0008229142,0.003915838,0.3036333,0.0002394257,0.001664734,0.002755888,0.005395168,0.0004872075,0.1167029,0.003182526,0.5108444,0.05035575],"study_design_scores_gemma":[0.0007928013,0.001921716,0.4135087,0.0001202842,0.0003305909,0.0004509456,0.01285132,0.000118415,0.0006218015,0.0002584814,0.5674978,0.001527117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953648,0.003620666,0.000002180367,0.02336445,0.002990834,0.0008236847,0.0008414206,0.0002255675,0.01448316],"genre_scores_gemma":[0.9509635,0.0005540613,0.00002379385,0.001374907,0.005198779,0.00007155527,0.0005963201,0.00001841587,0.04119865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1160811,"threshold_uncertainty_score":0.9997269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996704690145882,"score_gpt":0.2149875355125671,"score_spread":0.1950204886111082,"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."}}