{"id":"W2052312736","doi":"10.1680/geot.2008.58.5.429","title":"Contributions to <i>Géotechnique</i> 1948–2008: Soil behaviour","year":2008,"lang":"en","type":"article","venue":"Géotechnique","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Geomechanics; Judgement; Subject (documents); Work (physics); Perspective (graphical); Theme (computing); Epistemology; Soil mechanics; Engineering ethics; Geotechnical engineering; Geology; Engineering; Soil water; Computer science; Soil science; Mechanical engineering; Philosophy; Artificial intelligence","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":[0.001018429,0.000658102,0.000406257,0.001669749,0.001122596,0.002346648,0.0006795048,0.001667669,0.009305694],"category_scores_gemma":[0.003123409,0.0003127652,0.0003929139,0.001353123,0.002646478,0.001457604,0.001664105,0.002585334,0.005641216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003087701,"about_ca_system_score_gemma":0.001774467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721245,"about_ca_topic_score_gemma":0.004032985,"domain_scores_codex":[0.9989883,0.0001428491,0.00005119978,0.0001894033,0.0005666788,0.00006162722],"domain_scores_gemma":[0.9985628,0.0004223767,0.0001533878,0.0001394493,0.0006014624,0.000120491],"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":[0.00007918837,0.00006732935,0.001466351,0.0008379932,0.00002223076,0.0001839072,0.0009033576,0.001456895,0.003896824,0.08431023,0.6401933,0.2665824],"study_design_scores_gemma":[0.000002784152,0.00003695939,0.001325475,0.0002468728,0.00000604254,0.0001534266,0.0001166622,0.0001720433,0.001598364,0.007193243,0.9891338,0.000014389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01602782,0.2193432,0.04331163,0.1079472,0.1420359,0.0001970265,0.0007701817,0.0006843415,0.4696827],"genre_scores_gemma":[0.1249119,0.2029191,0.01601389,0.01557432,0.07955618,0.0002143801,0.0006448567,0.0008220962,0.5593433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009305694,"threshold_uncertainty_score":0.03113061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006527646239416193,"score_gpt":0.2118682135245032,"score_spread":0.205340567285087,"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."}}