{"id":"W2356539227","doi":"","title":"Study of Roadpacker Solidified Limestone Soil Application Technology","year":2009,"lang":"en","type":"article","venue":"Construction & Design for Project","topic":"Civil and Geotechnical Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subbase; Cation-exchange capacity; Soil type; Environmental science; Soil water; Geotechnical engineering; Soil science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001918729,0.0001230535,0.0002002165,0.0003441703,0.00004709751,0.0000112253,0.0001398514,0.0001360157,0.000002127758],"category_scores_gemma":[0.00005652213,0.000122312,0.00004379487,0.0005971578,0.000053008,0.00006032771,0.00001219893,0.0001596952,0.000004152958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004016048,"about_ca_system_score_gemma":0.00003037032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007641675,"about_ca_topic_score_gemma":0.000002240171,"domain_scores_codex":[0.9992164,0.00001377562,0.0002496079,0.0001835545,0.0001248869,0.0002117977],"domain_scores_gemma":[0.9995321,0.00004569889,0.00003541926,0.0002640751,0.00009606141,0.00002667019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001820317,0.000511825,0.0001187573,0.0001767462,0.0001621072,0.000003455058,0.0004186572,0.2022575,0.2159007,0.005059678,0.001933722,0.5732749],"study_design_scores_gemma":[0.006535028,0.006096815,0.001150287,0.0001222127,0.0002003875,0.0002539248,0.002151683,0.4577749,0.5005907,0.01771141,0.006111286,0.00130142],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3498829,0.0001951843,0.6464654,0.00006361206,0.0001357103,0.002022457,0.000006216631,0.0009018641,0.0003266541],"genre_scores_gemma":[0.9927598,0.00002857072,0.006828353,0.000002260644,0.00004009826,0.0002850009,0.000004850076,0.00001813546,0.00003293627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6428769,"threshold_uncertainty_score":0.4987738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845308421318424,"score_gpt":0.2850052026878682,"score_spread":0.256552118474684,"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."}}