{"meta":{"query_hash":"3e60cfdff199","filters":{"venue":"Pacific International Conference on Applications of Lasers and Optics"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/3e60cfdff199","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pacific+International+Conference+on+Applications+of+Lasers+and+Optics"},"results":[{"id":"W2896160746","doi":"10.2351/1.5056096","title":"Residual stress measurement of laser-clad stainless steel coupons","year":2004,"lang":"en","type":"article","venue":"Pacific International Conference on Applications of Lasers and Optics","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Atomic Energy (Canada); Canadian Nuclear Laboratories","funders":"","keywords":"Stellite; Residual stress; Materials science; Welding; Laser; Void (composites); Cladding (metalworking); Composite material; Metallurgy; Raster scan; Finite element method; Stress (linguistics); Structural engineering; Optics; Microstructure; Engineering","score_opus":0.024185984463745425,"score_gpt":0.25380693024378337,"score_spread":0.22962094578003794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896160746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64401436,0.00051371503,0.12018858,0.0027991068,0.00042505065,0.0017080256,0.0024347454,0.00050072744,0.22741567],"genre_scores_gemma":[0.9948391,0.0008506403,0.0041212547,0.0000049083105,0.000029299623,0.000055966422,0.000033421074,0.000011350538,0.00005410574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999193,0.0000064120723,0.00024553694,0.00012758646,0.00032601453,0.00010141154],"domain_scores_gemma":[0.9993304,0.0000263792,0.00007599976,0.00018315365,0.00033577508,0.000048269005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010436457,0.000107711836,0.00013373992,0.00010329033,0.00003859541,0.00002408985,0.00020403048,0.000060236503,0.000022471939],"category_scores_gemma":[0.000014155475,0.000101895006,0.000029080782,0.00008170828,0.00010141534,0.0000413952,0.000030303228,0.00009692089,0.000002069141],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010511959,0.0006760652,0.00088838505,0.0005211881,0.00033967895,0.0000048464963,0.0005780026,0.09390517,0.022900661,0.87192434,0.0010612173,0.0070953206],"study_design_scores_gemma":[0.0015921147,0.00039731787,0.0021590136,0.00091240084,0.000093036775,0.0000069940043,0.005376214,0.008148315,0.9459958,0.029130535,0.005515161,0.0006731086],"about_ca_topic_score_codex":0.000026000134,"about_ca_topic_score_gemma":0.000028997016,"teacher_disagreement_score":0.9230951,"about_ca_system_score_codex":0.00005157706,"about_ca_system_score_gemma":0.000043685613,"threshold_uncertainty_score":0.41551578},"labels":[],"label_agreement":null},{"id":"W2898030205","doi":"10.2351/1.5057021","title":"Innovative laser consolidation process for making net-shape functional components for various industrial applications","year":2008,"lang":"en","type":"article","venue":"Pacific International Conference on Applications of Lasers and Optics","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Consolidation (business); Process (computing); Computer science; Process engineering; Engineering; Business","score_opus":0.07430921510480115,"score_gpt":0.286494322218163,"score_spread":0.21218510711336186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898030205","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018785011,0.000016326178,0.9690592,0.00026858904,0.0001921111,0.0017849841,0.00064568105,0.000104575505,0.009143475],"genre_scores_gemma":[0.9892014,0.00009434954,0.0072514303,0.00003528707,0.00015709322,0.0020086775,0.0010642896,0.000022305534,0.00016514592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912626,0.0000053273475,0.00033241775,0.00022594212,0.0001761849,0.0001338538],"domain_scores_gemma":[0.9987834,0.00011326353,0.00015465409,0.00012625402,0.00078101514,0.00004139806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086487344,0.00014869163,0.00015569707,0.00017104104,0.00019653978,0.000040241455,0.00014910586,0.00010419263,0.000041272444],"category_scores_gemma":[0.000026522192,0.00015902975,0.00003443847,0.00017801173,0.00009317069,0.00012197846,0.000014958274,0.00010618296,0.0000031279426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008833661,0.0008340352,0.0021040528,0.00085044996,0.0006132155,7.4882007e-7,0.0014042084,0.28927863,0.0023264668,0.6466519,0.0027563202,0.05229659],"study_design_scores_gemma":[0.0021648942,0.00013092805,0.00048708013,0.00008202962,0.000049574002,0.0000092577,0.00065631955,0.95905644,0.007825159,0.008791345,0.02030556,0.000441408],"about_ca_topic_score_codex":0.0000012204086,"about_ca_topic_score_gemma":0.0000011161297,"teacher_disagreement_score":0.9704164,"about_ca_system_score_codex":0.000040951283,"about_ca_system_score_gemma":0.000063363696,"threshold_uncertainty_score":0.6485045},"labels":[],"label_agreement":null}]}