{"id":"W4416607444","doi":"10.53625/jirk.v5i6.11758","title":"PENILAIAN KERENTANAN INTRINSIK AIRTANAH TERHADAP PENCEMARAN DENGAN METODE SINTACS DI KOTA MANADO","year":2025,"lang":"","type":"article","venue":"Journal of Innovation Research and Knowledge","topic":"Water and Land Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"Universitas Sam Ratulangi","keywords":"Hydrology (agriculture); Biosphere model; Context (archaeology)","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":[],"category_scores_codex":[0.005298834,0.0003142101,0.0005076044,0.001788073,0.0008270931,0.0005186479,0.0008237918,0.0001581673,0.001211795],"category_scores_gemma":[0.000368317,0.000250931,0.00009384671,0.004474904,0.000656139,0.0006916925,0.0009419668,0.001218009,0.00009259555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006746764,"about_ca_system_score_gemma":0.0003874439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001986697,"about_ca_topic_score_gemma":0.0009607808,"domain_scores_codex":[0.995647,0.0004006949,0.001561165,0.0004750041,0.001089911,0.0008262643],"domain_scores_gemma":[0.9977261,0.0001927527,0.0004188248,0.0003969812,0.0009607048,0.0003045833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00156891,0.003136286,0.1792527,0.001224475,0.0009295136,0.000469018,0.004100243,0.0000765748,0.01884667,0.1034994,0.2048582,0.482038],"study_design_scores_gemma":[0.0046904,0.00271706,0.5666196,0.001276832,0.0001626775,0.00009112094,0.007165708,0.001432244,0.01492932,0.01557604,0.3846407,0.0006983361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865158,0.003110824,0.003411481,0.009888775,0.001614356,0.001072437,0.00001164206,0.00001734158,0.1157152],"genre_scores_gemma":[0.9776499,0.001441199,0.0002613705,0.0002320083,0.0002452106,0.000008872197,0.000006205913,0.00001770246,0.02013757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4813396,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05009481602573511,"score_gpt":0.3621920335954884,"score_spread":0.3120972175697533,"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."}}