{"id":"W4417411758","doi":"","title":"LIME TREATMENT OF SOILS FOR LIMITED-HEIGHT HYDRAULIC STRUCTURES: STATE OF THE ART AND PRACTICE","year":2025,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arclay (Canada)","funders":"","keywords":"Lime; Soil water; State (computer science); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00271212,0.0005602612,0.0007034021,0.002093259,0.0006473652,0.002228004,0.001628787,0.001195522,0.01153392],"category_scores_gemma":[0.002297378,0.0003126945,0.0005596421,0.001758609,0.001182193,0.001437836,0.001049792,0.0006454025,0.004446775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008415046,"about_ca_system_score_gemma":0.001069083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785872,"about_ca_topic_score_gemma":0.006533422,"domain_scores_codex":[0.9985055,0.0002668746,0.0001033484,0.0001944625,0.0008399866,0.00008983766],"domain_scores_gemma":[0.9988771,0.0004148438,0.00007548149,0.0001805434,0.0003979293,0.00005403718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004931145,0.0007164998,0.001924954,0.004452565,0.00005556149,0.0002795392,0.0006596578,0.003021935,0.1346957,0.004546433,0.01626869,0.8328854],"study_design_scores_gemma":[0.0001175542,0.0009167948,0.007809826,0.001148923,0.00008097771,0.0009098953,0.000774115,0.004272593,0.462877,0.004151329,0.5168143,0.0001266494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2694933,0.1935841,0.2467013,0.005401725,0.001151068,0.002586881,0.00503287,0.004291763,0.271757],"genre_scores_gemma":[0.5638518,0.1346004,0.1499589,0.001299088,0.0003364688,0.000838173,0.004546465,0.001151475,0.1434173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01153392,"threshold_uncertainty_score":0.03858477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461036565328298,"score_gpt":0.2536921531451489,"score_spread":0.2390817874918659,"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."}}