{"id":"W2027358973","doi":"10.1115/ipc2002-27126","title":"Corridor Pipeline: Hartley Creek Crossing","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emissions Reduction Alberta","funders":"","keywords":"Pipeline transport; Pipeline (software); Excavation; Lease; Trenchless technology; Engineering; Archaeology; Mining engineering; Geography; Business; Environmental engineering; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003062954,0.0001201788,0.0001555514,0.00009211339,0.0008633288,0.00007690789,0.0002630619,0.000125058,0.006534696],"category_scores_gemma":[0.0003049072,0.0001185229,0.00005542406,0.00008808752,0.001234314,0.0002826357,0.0000796729,0.0002270922,0.0002053063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004434861,"about_ca_system_score_gemma":0.00009134303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009074773,"about_ca_topic_score_gemma":0.003937954,"domain_scores_codex":[0.9987972,0.00008506774,0.0002512885,0.0002770596,0.0003146906,0.0002746357],"domain_scores_gemma":[0.9992259,0.0001194671,0.0001054835,0.00009907231,0.0002947323,0.0001553036],"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":[0.00008909269,0.0001968761,0.03061456,0.00001171168,0.00004018007,0.00008143648,0.01710663,0.00001042356,0.0001459149,0.06402899,0.6805742,0.2071],"study_design_scores_gemma":[0.0003772971,0.00002228645,0.001559975,0.00003038235,0.00001129389,0.000009344277,0.0003048704,0.008132588,0.00002020964,0.005222714,0.9841343,0.0001747929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1377804,0.006651327,0.008898859,0.03431421,0.00749354,0.0005297791,0.0001161049,0.0003884607,0.8038273],"genre_scores_gemma":[0.8699358,0.0008146162,0.0004171187,0.0009783006,0.0007695968,0.0000080787,0.0000200627,0.000006732335,0.1270497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7321554,"threshold_uncertainty_score":0.9943734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05161221203600165,"score_gpt":0.3080083815615469,"score_spread":0.2563961695255453,"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."}}