{"id":"W2330367420","doi":"10.1061/40641(2002)72","title":"Laboratory and Full Scale Testing of a Pull-in-Place PVC Pipe","year":2002,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Pipeline Research Council International","keywords":"Joint (building); Engineering; Full scale; Bending; Structural engineering; Finite element method; Trenchless technology; Directional drilling; Marine engineering; Mechanical engineering; Civil engineering; Drilling; Pipeline transport","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":[0.001100741,0.0005869237,0.0003256242,0.0004040406,0.0004184096,0.0002692696,0.0009826537,0.0008353589,0.001396105],"category_scores_gemma":[0.001737513,0.0002963321,0.0003645464,0.0002892361,0.0007680543,0.0003982203,0.0006027338,0.0004936673,0.0004307597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710135,"about_ca_system_score_gemma":0.0003657934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009123015,"about_ca_topic_score_gemma":0.001066889,"domain_scores_codex":[0.9989312,0.0002050921,0.00006895585,0.0001859948,0.0004932325,0.0001154302],"domain_scores_gemma":[0.9978999,0.0006180387,0.0002203519,0.0004775506,0.0005639276,0.0002201614],"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":[0.0001718004,0.0005701049,0.001769457,0.0001126987,0.000009476546,0.0002198899,0.000239946,0.004209762,0.9867522,0.0001432406,0.0001350406,0.005666397],"study_design_scores_gemma":[0.0001300139,0.02218554,0.01281629,0.00002006054,0.00003630807,0.000459081,0.0003231978,0.01706254,0.9448636,0.0001290274,0.001928156,0.00004622691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789739,0.00007372344,0.01916269,0.00004557946,0.00003085296,0.0001693933,0.0001667654,0.0002972792,0.001079856],"genre_scores_gemma":[0.9840752,0.00006747593,0.0141801,0.0000189867,0.000009048659,0.0001173704,0.0001454638,0.00002791724,0.001358457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001396105,"threshold_uncertainty_score":0.005821288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111837197482498,"score_gpt":0.172324247349655,"score_spread":0.1652124101521726,"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."}}