{"id":"W4404659485","doi":"10.3208/jgssp.vol11.ds-4-01","title":"Some experiences from the introduction of wet deep mixing in Scandinavia","year":2024,"lang":"en","type":"article","venue":"Japanese Geotechnical Society Special Publication","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nordic Life Science Pipeline (Canada)","funders":"","keywords":"Geotechnical engineering; Mixing (physics); Geology; Forensic engineering; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000504084,0.0001006337,0.0001421312,0.00001930979,0.0001040591,0.00009489252,0.0003203331,0.0001650015,0.002315623],"category_scores_gemma":[0.0001542866,0.00007027059,0.0001137599,0.0005942473,0.0003098131,0.0005406354,0.0001600673,0.0002380133,0.00008516519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042955,"about_ca_system_score_gemma":0.00001333457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084612,"about_ca_topic_score_gemma":0.0003134288,"domain_scores_codex":[0.9987944,0.00005417653,0.0003034582,0.0003726383,0.0002613598,0.0002139649],"domain_scores_gemma":[0.9994638,0.0001616647,0.00006898004,0.0002491778,0.00001139514,0.0000450089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001250937,0.0006926645,0.03627118,0.00004739668,0.00009684095,0.000006170338,0.07191309,0.002511173,0.03109624,0.009393095,0.7151114,0.1327356],"study_design_scores_gemma":[0.0006024558,0.0001740001,0.508578,0.00003354206,0.00004290233,0.00001370688,0.01327905,0.04455096,0.001142884,0.013771,0.4172951,0.000516344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772825,0.0001723816,0.0001262753,0.02081082,0.000424632,0.0002171288,0.000005659013,0.00007043004,0.0008902168],"genre_scores_gemma":[0.9957185,0.00011063,0.000145028,0.0002284403,0.003409824,0.00009820279,0.0000908299,0.000007733995,0.0001908246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4723068,"threshold_uncertainty_score":0.9985964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007936881625535835,"score_gpt":0.2309438102899828,"score_spread":0.223006928664447,"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."}}