{"id":"W7058268889","doi":"","title":"National Research effort continues : IRC takes close, positive look at sliplining","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Pipeline transport; Excavation; Trenchless technology; Annoyance","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":[0.00738812,0.0007175311,0.0008661061,0.001697274,0.008678381,0.008563033,0.002498003,0.01103925,0.07074094],"category_scores_gemma":[0.009987378,0.0002764677,0.0009254973,0.002828676,0.003842619,0.005827657,0.004570685,0.009425108,0.03400869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007142755,"about_ca_system_score_gemma":0.02917304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04229367,"about_ca_topic_score_gemma":0.07457575,"domain_scores_codex":[0.9943005,0.0005443197,0.0002254025,0.0006428927,0.00308615,0.00120072],"domain_scores_gemma":[0.979441,0.001235616,0.000458536,0.001483398,0.01297721,0.004404243],"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":[0.00005549605,0.00009609637,0.001229215,0.000202692,0.000009058494,0.00008840453,0.000297516,0.00003381794,0.0006079493,0.009888674,0.9291669,0.05832424],"study_design_scores_gemma":[0.000006792478,0.00003172291,0.001954465,0.0001707366,0.000007676287,0.00007632769,0.001201372,0.00002627986,0.0001300803,0.0008520127,0.9955313,0.00001134725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003733181,0.01024148,0.0008774172,0.6880767,0.02764273,0.00007999247,0.0007144064,0.0005921968,0.2680419],"genre_scores_gemma":[0.03792529,0.01935815,0.007955282,0.3316634,0.006154181,0.0001709951,0.002396859,0.0004401512,0.5939357],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07074094,"threshold_uncertainty_score":0.236652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259016179681403,"score_gpt":0.3344127108278673,"score_spread":0.3018225490310533,"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."}}