{"id":"W6980079434","doi":"","title":"Assessment of the impact of pile driving on slope stability","year":2023,"lang":"en","type":"other","venue":"Duo Research Archive (University of Oslo)","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pile; Safety factor; Slope stability; Silt; Landslide; Slope stability analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003487405,0.0003681366,0.0002349906,0.0008546819,0.0002313074,0.0005444564,0.0002245604,0.0003761974,0.002234475],"category_scores_gemma":[0.001685283,0.0001724831,0.0002751949,0.0003958804,0.0002632401,0.0002975031,0.0004015754,0.0002407275,0.000487644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272388,"about_ca_system_score_gemma":0.0002302289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003405235,"about_ca_topic_score_gemma":0.004494647,"domain_scores_codex":[0.9996457,0.00004152995,0.00001291347,0.00003199816,0.000219889,0.00004797591],"domain_scores_gemma":[0.9990344,0.0003976653,0.000138553,0.00007958905,0.0002606563,0.00008910576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001410297,0.0003147327,0.264568,0.0003359459,0.0001591525,0.001642115,0.000516578,0.291502,0.3299565,0.000653073,0.000680359,0.1082613],"study_design_scores_gemma":[0.00001595621,0.001857315,0.5674691,0.00004951251,0.000109854,0.000862979,0.0007795138,0.2823292,0.1443453,0.0004387325,0.001656416,0.00008620523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941023,0.00005041445,0.003197161,0.00001118705,0.000004726256,0.00001986972,0.0002073122,0.00009515961,0.002311993],"genre_scores_gemma":[0.9988608,0.00002614792,0.0006039238,0.000002654036,0.000001019839,0.000003448293,0.00008942652,0.00001475303,0.0003976656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003405235,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438663509577373,"score_gpt":0.2801357991738565,"score_spread":0.2557491640780828,"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."}}