{"id":"W4411658579","doi":"10.51847/xtamcijovr","title":"10.51847/xTAMcijOvR","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metallurgy; Materials science; Welding; Alloy; Butt welding; Microstructure; Arc (geometry); Alloy steel; Arc welding; Electrode; Mechanical engineering; Engineering; Chemistry","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":[0.0005180282,0.001005381,0.0005504471,0.00215858,0.0009319684,0.003405518,0.001255902,0.002346979,0.9494458],"category_scores_gemma":[0.001232123,0.0004306413,0.0004570202,0.001682349,0.0005664279,0.002058383,0.00178219,0.0009382555,0.9546316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006685883,"about_ca_system_score_gemma":0.0003943532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951554,"about_ca_topic_score_gemma":0.002806836,"domain_scores_codex":[0.9997737,0.00002186205,0.00001819407,0.00006460799,0.00008029093,0.00004125194],"domain_scores_gemma":[0.9993213,0.0001416037,0.000046463,0.0001705462,0.0001649885,0.0001550528],"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":[0.0001753468,0.0001271572,0.0007294921,0.0002539712,0.00001329226,0.0001313003,0.00009794642,0.0003525071,0.002709356,0.01064782,0.2884653,0.6962965],"study_design_scores_gemma":[0.00002156736,0.00003214549,0.0007460857,0.000106457,0.000009414664,0.0001883659,0.00007612447,0.0004823102,0.0008121791,0.001138711,0.9963753,0.00001137331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001152981,0.0004442109,0.003468178,0.0005459681,0.0005702981,0.00006814209,0.00134897,0.003660013,0.9887413],"genre_scores_gemma":[0.003327916,0.0002403952,0.00133427,0.0001671389,0.00007305869,0.00003183927,0.0008991846,0.0004016424,0.9935244],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05055422,"threshold_uncertainty_score":0.07210946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002574686926721749,"score_gpt":0.1263584377008989,"score_spread":0.1237837507741771,"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."}}