{"id":"W4399370096","doi":"10.1139/cgj-2023-0732","title":"Development of a speargun projectile penetrometer in soil","year":2024,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Electromagnetic Launch and Propulsion Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Penetrometer; Geotechnical engineering; Projectile; Geology; Forensic engineering; Environmental science; Engineering; Soil water; Soil science; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007123113,0.0005616326,0.0003781183,0.0005849927,0.0002122062,0.0005116136,0.0009440662,0.0006868519,0.001117729],"category_scores_gemma":[0.001319895,0.0003762191,0.0002346067,0.0005453707,0.0003733184,0.001005425,0.0006854016,0.0006633214,0.0006124279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412013,"about_ca_system_score_gemma":0.0007399656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119169,"about_ca_topic_score_gemma":0.001988697,"domain_scores_codex":[0.9990934,0.0001144813,0.00004696936,0.0001454941,0.0005278402,0.0000718779],"domain_scores_gemma":[0.9991279,0.0002046254,0.0001536261,0.0001167518,0.000327378,0.00006960137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001542372,0.0001203322,0.003624528,0.0003139544,0.00001354676,0.0002643,0.0002015436,0.003136118,0.9039579,0.0008764138,0.0003688851,0.08696828],"study_design_scores_gemma":[0.00004539161,0.003385581,0.01676502,0.00007900516,0.000041336,0.001306457,0.0005600188,0.04778928,0.9153948,0.0004968205,0.01401565,0.0001206695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5789371,0.0005471426,0.4145803,0.0001991388,0.0001346627,0.0006000951,0.0005678079,0.001523897,0.002909923],"genre_scores_gemma":[0.7151567,0.0005417013,0.2801794,0.00005998011,0.00001680987,0.0002800306,0.0002481086,0.00006709182,0.003450314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00119169,"threshold_uncertainty_score":0.003767073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00768757501259858,"score_gpt":0.2012087535137916,"score_spread":0.193521178501193,"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."}}