{"meta":{"query_hash":"b1ea0cc51d39","filters":{"venue":"Physics and educational technology"},"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/b1ea0cc51d39","api":"https://metacan.xera.ac/api/v1/cohort?venue=Physics+and+educational+technology"},"results":[{"id":"W4400664366","doi":"10.32782/pet-2024-1-8","title":"MAIN PROBLEMS OF DEVELOPMENT THE COMPUTER SCIENCE AND NECESSITY OF THE APPLICATION OF PHYSICAL PROCESSES","year":2024,"lang":"en","type":"article","venue":"Physics and educational technology","topic":"Engineering Technology and Methodologies","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":"Computer science; Physical science; Management science; Engineering ethics; Systems engineering; Engineering; Mathematics education; Psychology","score_opus":0.016708831404272175,"score_gpt":0.2698512880788923,"score_spread":0.25314245667462015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400664366","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":[0.94422007,0.0008950666,0.0535462,0.0010733667,0.00006722815,0.000102201346,0.0000027774752,0.000059672944,0.00003341628],"genre_scores_gemma":[0.99161774,0.000037234055,0.008290338,0.000002141363,0.000017489168,0.000029833214,4.8820704e-7,0.0000030926433,0.0000016520281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972105,0.0000032120677,0.000079330224,0.0000775756,0.000062132385,0.00005668692],"domain_scores_gemma":[0.9997002,0.00009994384,0.000022738861,0.00010583139,0.00006645527,0.0000048712227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014152707,0.000043814423,0.000074206255,0.000051670915,0.000036312184,0.0000030166698,0.00015701896,0.00003192543,1.3139258e-7],"category_scores_gemma":[0.000046709898,0.00002700245,0.000006856786,0.0005276393,0.0006191152,0.000031499207,0.00007687734,0.000081578575,1.0993689e-7],"study_design_candidate":"theoretical_or_conceptual","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":[9.884993e-7,0.00006025963,0.0021560013,0.0015834022,0.000041104013,1.8414584e-8,0.0012340011,0.0038488163,0.14091136,0.66337025,0.000045738154,0.18674804],"study_design_scores_gemma":[0.00004059602,0.000024771478,0.017809816,0.00015034166,0.000015729138,0.000005656033,0.00008393675,0.027994119,0.5922063,0.3609306,0.00065930927,0.00007885606],"about_ca_topic_score_codex":0.0000018963414,"about_ca_topic_score_gemma":0.0000010491333,"teacher_disagreement_score":0.45129493,"about_ca_system_score_codex":0.000009413276,"about_ca_system_score_gemma":0.00011154123,"threshold_uncertainty_score":0.22811556},"labels":[],"label_agreement":null}]}