{"id":"W7024881471","doi":"","title":"A study of arc weldability of γ′-strengthened cobalt-based superalloy","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Liquation; Weldability; Superalloy; Welding; Gas tungsten arc welding; Intergranular corrosion; Heat-affected zone; Grain boundary","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001520843,0.0002509645,0.0006430813,0.0002846159,0.00006242794,0.000006113126,0.0004243261,0.0002745746,0.00002490833],"category_scores_gemma":[0.00002200187,0.0003182598,0.0002051843,0.0004061096,0.00005495378,0.00006858371,0.00003276657,0.0002773146,0.00001062226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006976347,"about_ca_system_score_gemma":0.00006884051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003079947,"about_ca_topic_score_gemma":0.4434268,"domain_scores_codex":[0.9988616,0.00006659506,0.0002227131,0.000262307,0.0003942819,0.0001924709],"domain_scores_gemma":[0.9989886,0.00009189775,0.0001567229,0.0004841828,0.0002138977,0.00006467301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00583144,0.01149758,0.5205396,0.03801936,0.0105647,0.0009385942,0.08113556,0.1281664,0.1543472,0.001871648,0.036465,0.0106228],"study_design_scores_gemma":[0.002657258,0.0008999468,0.7913505,0.0004927456,0.0005879331,5.200031e-7,0.1954614,0.001902126,0.005353393,0.00003653379,0.0006339008,0.0006237046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975981,0.00007471339,0.00001737249,0.0000286255,0.0003052894,0.0004024716,0.00009273351,0.0001497081,0.001331011],"genre_scores_gemma":[0.9990136,0.00004080329,0.0002240213,0.000001178592,0.00001877827,9.664664e-7,0.0002267767,0.000043637,0.0004302409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4403469,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089764149439684,"score_gpt":0.1971624046803151,"score_spread":0.1862647631859183,"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."}}