{"id":"W7145032110","doi":"","title":"盛土堤体の品質照査に向けた簡便で精度のよい現場透水試験法の提案","year":2005,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permeameter; Infiltrometer; Levee; Permeability (electromagnetism); Hydraulic conductivity; Infiltration (HVAC); Hydraulics; Soil water","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003967148,0.0007561501,0.0005660773,0.0002615307,0.0007149539,0.0003480531,0.0006801389,0.00035234,0.0003738967],"category_scores_gemma":[0.0003643552,0.0008371241,0.0002735355,0.000619116,0.0003530329,0.001748536,0.0003031073,0.0009170512,0.00187609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009892675,"about_ca_system_score_gemma":0.0004352555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000267613,"about_ca_topic_score_gemma":0.00007660092,"domain_scores_codex":[0.9961451,0.00005651379,0.001025723,0.0008095613,0.001005683,0.0009573674],"domain_scores_gemma":[0.9975556,0.0001834688,0.0001247823,0.001341118,0.0002592335,0.000535771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002846615,0.0008747531,0.001123048,0.00157258,0.001272169,0.001396605,0.001492148,0.5817676,0.03001383,0.221327,0.1413459,0.01752976],"study_design_scores_gemma":[0.0008402771,0.00005402926,0.001638174,0.0006447571,0.0001452546,0.0005787505,0.00007214124,0.02998049,0.007485565,0.00004162615,0.9574478,0.001071127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2196761,0.05776467,0.1480264,0.006171743,0.1247358,0.002696262,0.01284233,0.008530825,0.419556],"genre_scores_gemma":[0.9658557,0.0009716314,0.0162864,0.0001813162,0.009983738,0.00007111143,0.001459614,0.0001295804,0.005060884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8161019,"threshold_uncertainty_score":0.9994079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079566582479132,"score_gpt":0.224240219709181,"score_spread":0.2134445538843897,"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."}}