{"id":"W4245836117","doi":"10.5703/1288284315782","title":"Soft Trencher","year":2007,"lang":"it","type":"report","venue":"","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Dirt; Excavation; Supersonic speed; Truck; Engineering; Mining engineering; Forensic engineering; Geotechnical engineering; Mechanical engineering; Aerospace engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006385721,0.0006221719,0.0006683323,0.000306693,0.00006085292,0.0001040252,0.000320165,0.001135019,0.009328559],"category_scores_gemma":[0.00006060174,0.0005977236,0.0003891828,0.0002844769,0.00004453384,0.00006663182,0.0001023267,0.0009761572,0.002156189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003702782,"about_ca_system_score_gemma":0.0002284505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006232471,"about_ca_topic_score_gemma":0.0001057038,"domain_scores_codex":[0.9972856,0.000009754733,0.0007843776,0.0004889346,0.0007061838,0.000725125],"domain_scores_gemma":[0.998713,0.00007545629,0.00009619934,0.0007090635,0.0001610131,0.0002452549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002191526,0.0003832785,0.003757113,0.003859286,0.003043097,0.002267458,0.0006273922,0.01998174,0.00134434,0.03788815,0.6049142,0.321912],"study_design_scores_gemma":[0.0001971438,0.00003473428,0.0007304003,0.0001787664,0.0001261823,0.0001098097,0.00002092705,0.1059805,0.00008046026,0.000201602,0.8914477,0.0008916765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006368512,0.003283273,0.02952143,0.00002691769,0.006915383,0.0001976536,0.00003980574,0.0004497346,0.9589289],"genre_scores_gemma":[0.03249874,0.005624377,0.004995659,0.0001234566,0.002035038,0.00001494,0.0003883725,0.0003693642,0.95395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3210203,"threshold_uncertainty_score":0.9996474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975577974794672,"score_gpt":0.2454522914933266,"score_spread":0.2256965117453798,"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."}}