{"meta":{"query_hash":"4c35e4329258","filters":{"venue":"iPolytech Journal"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/4c35e4329258","api":"https://metacan.xera.ac/api/v1/cohort?venue=iPolytech+Journal"},"results":[{"id":"W3089526820","doi":"10.21285/1814-3520-2020-4-728-739","title":"3D printing technology for metal products: from an automatic design system to a real part","year":2020,"lang":"en","type":"article","venue":"iPolytech Journal","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":6,"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":"3D printing; Slicing; Robot welding; Welding; Mechanical engineering; Process (computing); Software; Engineering; Industrial robot; Engineering drawing; Robot; Rapid prototyping; Impeller; Manufacturing engineering; Computer science; Artificial intelligence","score_opus":0.03320851096932465,"score_gpt":0.24576904854759427,"score_spread":0.21256053757826962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089526820","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":[0.4805753,0.00015903785,0.5102414,0.0023432956,0.0004376515,0.00051996124,0.000025555993,0.005550265,0.00014757198],"genre_scores_gemma":[0.7665489,0.000012780088,0.23275086,0.000032503427,0.0005159721,0.00007329269,0.0000029990722,0.000054671036,0.000008069749],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998579,0.000041534204,0.0004292098,0.00031624944,0.00017381583,0.00046018956],"domain_scores_gemma":[0.99923825,0.00008919181,0.0001146609,0.0003157063,0.00008776952,0.00015442187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036816084,0.00024501397,0.00035825555,0.00023525863,0.0001961175,0.00011721235,0.0005540161,0.00017575518,0.000015861991],"category_scores_gemma":[0.0005813262,0.00022418176,0.00006539384,0.00032737417,0.000043721964,0.00016009857,0.00011958575,0.0005261008,0.00004091099],"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":[0.000110041874,0.00009431265,0.00047607673,0.00083111506,0.00097274623,0.00024845003,0.0022242086,0.040487226,0.12885773,0.0019615497,0.0072660157,0.8164705],"study_design_scores_gemma":[0.00071053015,0.0006549346,0.00043685464,0.00048073562,0.00014930744,0.0002721529,0.0020637575,0.18533471,0.79386383,0.0017707706,0.013503854,0.0007585789],"about_ca_topic_score_codex":0.0000059036993,"about_ca_topic_score_gemma":0.00000105894,"teacher_disagreement_score":0.815712,"about_ca_system_score_codex":0.00011214208,"about_ca_system_score_gemma":0.00003855635,"threshold_uncertainty_score":0.91418666},"labels":[],"label_agreement":null}]}