{"meta":{"query_hash":"494f4df1d476","filters":{"venue":"Maǧallaẗ al-handasaẗ al-rāfidayn"},"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/494f4df1d476","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ma%C7%A7alla%E1%BA%97+al-handasa%E1%BA%97+al-r%C4%81fidayn"},"results":[{"id":"W2951156299","doi":"10.33899/rengj.2008.44722","title":"Behaviour And Strength Of High Strength Concrete L-Beams Under Combined Shear, Bending And Torsional Loading","year":2008,"lang":"en","type":"article","venue":"Maǧallaẗ al-handasaẗ al-rāfidayn","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Torsion (gastropod); Structural engineering; Cracking; Materials science; Compressive strength; Bending moment; Reinforcement; Flexural strength; Shear (geology); Transverse plane; Composite material; Engineering","score_opus":0.010580218383962562,"score_gpt":0.21895414161565563,"score_spread":0.20837392323169307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951156299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990114,0.00008571431,0.0005817738,0.0000057230213,0.0000013888016,0.0000033670483,0.000038469796,0.000015414935,0.00025659212],"genre_scores_gemma":[0.9992242,0.00004799251,0.0003159975,0.0000064159585,8.3818486e-7,0.0000044782837,0.0000442911,0.000004471745,0.00035122555],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995999,0.000064129286,0.000022779506,0.000066379595,0.00019018428,0.000056748035],"domain_scores_gemma":[0.99923253,0.00021904478,0.00022255493,0.000059982503,0.00018585887,0.000080076155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057394337,0.0003443064,0.0002224804,0.0003192395,0.00018913475,0.00015755942,0.0002557644,0.00048695257,0.0016754647],"category_scores_gemma":[0.0008259774,0.00031796622,0.00027627006,0.00015239153,0.00043242244,0.00029692057,0.00028182307,0.00031020594,0.00054590014],"study_design_candidate":"observational","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":[0.00013914646,0.00002071686,0.006004172,0.000034461304,0.00001436154,0.00008647672,0.00015150281,0.001503252,0.98977345,0.000022198621,0.000012526609,0.0022378308],"study_design_scores_gemma":[0.000017285822,0.0019022358,0.12096518,0.000032512893,0.000042615047,0.00048151903,0.00029471552,0.00954571,0.86611146,0.000057551577,0.0005138222,0.00003543642],"about_ca_topic_score_codex":0.0010899927,"about_ca_topic_score_gemma":0.001874643,"teacher_disagreement_score":0.0016754647,"about_ca_system_score_codex":0.00014815966,"about_ca_system_score_gemma":0.00016721801,"threshold_uncertainty_score":0.0056049824},"labels":[],"label_agreement":null},{"id":"W4402136719","doi":"10.33899/arej.2024.145510.1316","title":"The Effect of Periodic Friction and Upsetting Pressure on Rotary Friction Welding Process","year":2024,"lang":"en","type":"article","venue":"Maǧallaẗ al-handasaẗ al-rāfidayn","topic":"Metal Alloys Wear and Properties","field":"Materials Science","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":"University of Windsor","funders":"","keywords":"Friction welding; Process (computing); Mechanical engineering; Welding; Materials science; Metallurgy; Mechanics; Engineering; Computer science; Physics","score_opus":0.00778252474356467,"score_gpt":0.2489275364641925,"score_spread":0.24114501172062783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402136719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906177,0.0014497169,0.005694992,0.00004552972,0.000035457633,0.00001496245,0.000028388136,0.00010543499,0.0020078905],"genre_scores_gemma":[0.99919397,0.00016710271,0.00040661937,0.000004759051,0.0000053516223,0.0000023766531,0.00000906336,0.00000923715,0.00020157108],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995258,0.00006148017,0.000024854879,0.00007347134,0.00022423257,0.000090098576],"domain_scores_gemma":[0.99885774,0.00067369506,0.00017957861,0.000090694535,0.00015266065,0.00004571991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003602729,0.00029390052,0.00041813447,0.00036525805,0.00052296283,0.00065720314,0.0004081865,0.00045902713,0.0019595155],"category_scores_gemma":[0.0021582968,0.00031611245,0.00039725532,0.00026518758,0.00036179574,0.00065266254,0.00031100374,0.00021206909,0.0002566558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035931738,0.00027277795,0.028560644,0.0009913272,0.00017177225,0.0024226287,0.0008929215,0.074247144,0.780214,0.0012617209,0.00048411998,0.10688778],"study_design_scores_gemma":[0.0000957694,0.003730988,0.09878399,0.00005563606,0.00034266803,0.0022516611,0.0006822275,0.15945625,0.7291412,0.0006894102,0.004640897,0.00012935697],"about_ca_topic_score_codex":0.0010129836,"about_ca_topic_score_gemma":0.00083323865,"teacher_disagreement_score":0.0019595155,"about_ca_system_score_codex":0.0002948115,"about_ca_system_score_gemma":0.0002544437,"threshold_uncertainty_score":0.0065551996},"labels":[],"label_agreement":null}]}