{"id":"W4411658653","doi":"10.51847/hlgonyje10","title":"10.51847/HlgOnYjE10","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Parametric statistics; Natural (archaeology); Environmental science; Vegetation (pathology); Channel (broadcasting); Focus (optics); Surface finish; Geology; Materials science; Computer science; Statistics; Mathematics; Optics; Telecommunications; Physics; Composite material","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003170046,0.0007650892,0.0005046122,0.001798209,0.0008671345,0.001883685,0.000840798,0.001810999,0.9526716],"category_scores_gemma":[0.0006170616,0.0003700755,0.0003984757,0.00153323,0.0005435129,0.001320671,0.001452864,0.0009608933,0.9563049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006448861,"about_ca_system_score_gemma":0.0004075467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002817618,"about_ca_topic_score_gemma":0.002747817,"domain_scores_codex":[0.9998249,0.000009158826,0.000009256073,0.00004520449,0.00006566924,0.00004576523],"domain_scores_gemma":[0.9994294,0.00008611634,0.00002368484,0.0001121832,0.0002055632,0.0001430156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000245682,0.0001951124,0.0008690578,0.0003093517,0.00001824614,0.0001907803,0.00007409292,0.0003337762,0.01024894,0.005874902,0.3304686,0.6511715],"study_design_scores_gemma":[0.00004265824,0.00004172069,0.0009460694,0.00009127282,0.00000959476,0.0002070962,0.00007464219,0.0005552527,0.002275008,0.0007470779,0.9949936,0.00001601704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00203044,0.0003343301,0.003175474,0.0005138253,0.0006568278,0.0001004933,0.001449344,0.002904766,0.9888344],"genre_scores_gemma":[0.003665917,0.000142116,0.000974378,0.0001905391,0.00005441054,0.00003159222,0.0008288854,0.0003167731,0.9937955],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04732835,"threshold_uncertainty_score":0.06750804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003261146844488107,"score_gpt":0.1489219050011279,"score_spread":0.1456607581566398,"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."}}