{"meta":{"query_hash":"02cb5c6a7984","filters":{"venue":"Edukacja-Technika-Informatyka"},"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/02cb5c6a7984","api":"https://metacan.xera.ac/api/v1/cohort?venue=Edukacja-Technika-Informatyka"},"results":[{"id":"W2418485596","doi":"","title":"The Comparative Studies of Air Traffic Controllers Professional Communicative Competence Development Methodical Systems of Canada, Germany and Russia","year":2015,"lang":"en","type":"article","venue":"Edukacja-Technika-Informatyka","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Air traffic control; Communicative competence; Political science; Sociology; Geography; Pedagogy; Management; Economics; Cartography","score_opus":0.08832140844175478,"score_gpt":0.3876534722191647,"score_spread":0.2993320637774099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418485596","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":[0.7542386,0.087014,0.00046260498,0.00732989,0.0034757422,0.0047836546,0.0001330685,0.00032341035,0.14223902],"genre_scores_gemma":[0.995918,0.0008048225,0.0024335617,0.00007885882,0.000052891348,0.00009085904,0.0000058508817,0.0000066095504,0.00060857943],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99718547,0.00062514236,0.0008514386,0.00013147577,0.000849079,0.00035739536],"domain_scores_gemma":[0.99456453,0.0032166266,0.00067153363,0.00045507523,0.0009321618,0.00016004441],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031429008,0.00019841189,0.0006481911,0.00006674785,0.001552094,0.000025915468,0.00087184977,0.000083434265,0.000003250641],"category_scores_gemma":[0.0014573407,0.00012842582,0.000047858215,0.000272911,0.0021312824,0.000119484146,0.0003498741,0.00026702075,0.00000160606],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026936323,0.0001647522,0.001582079,0.00019583739,0.00083049154,0.0000026867483,0.83560526,0.00028373304,0.000012917913,0.12821703,0.030511314,0.002324512],"study_design_scores_gemma":[0.0010259626,0.00008382957,0.0070232316,0.00039028848,0.00006135022,0.000003728512,0.7876531,0.00070735015,0.0001472993,0.0002659721,0.20232351,0.00031439908],"about_ca_topic_score_codex":0.028818915,"about_ca_topic_score_gemma":0.14698362,"teacher_disagreement_score":0.24167934,"about_ca_system_score_codex":0.00033494152,"about_ca_system_score_gemma":0.0029274605,"threshold_uncertainty_score":0.99974775},"labels":[],"label_agreement":null},{"id":"W993285327","doi":"","title":"Information and communication technologies in teaching and learning english as foreighn language","year":2014,"lang":"en","type":"article","venue":"Edukacja-Technika-Informatyka","topic":"Digital Storytelling and Education","field":"Health Professions","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":"First language; Relevance (law); Curriculum; Foreign language; Language industry; Subject (documents); Language education; Medium of instruction; Function (biology); Comprehension approach; Pedagogy; Linguistics; Computer science; Sociology; Political science; World Wide Web","score_opus":0.011345094902164643,"score_gpt":0.32129046863636146,"score_spread":0.30994537373419684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W993285327","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":[0.8497626,0.0003896232,0.00067535473,0.0005342498,0.00022462259,0.00052347255,0.0000033188055,0.0010227602,0.146864],"genre_scores_gemma":[0.996384,0.00035335222,0.00209909,0.0003099932,0.0000678912,0.00009995038,0.0001169342,0.00001663326,0.0005521401],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984895,0.00019683636,0.0006022829,0.000120348785,0.00019034681,0.00040070215],"domain_scores_gemma":[0.99857646,0.0005665987,0.00032457506,0.00036248393,0.00009860471,0.00007125462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00215631,0.00018408337,0.0002280099,0.000401212,0.0009823181,0.00010504704,0.00022733158,0.00032037063,0.00001568075],"category_scores_gemma":[0.0026879082,0.00017410917,0.000021211477,0.00019915501,0.000111602516,0.002075184,0.00024241056,0.0017368651,0.000119312805],"study_design_candidate":"design_other","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":[0.00004655249,0.000039070837,0.020242507,0.00046001785,0.00001104582,2.9377526e-7,0.16296299,0.00004265212,0.000037782127,0.023766715,0.00361284,0.78877753],"study_design_scores_gemma":[0.0009453095,0.00020003879,0.007148533,0.0007496911,0.000015730462,0.000008918908,0.29471773,0.0023499548,0.00015150534,0.0035102484,0.6897485,0.00045382697],"about_ca_topic_score_codex":0.0005025869,"about_ca_topic_score_gemma":0.00007269734,"teacher_disagreement_score":0.7883237,"about_ca_system_score_codex":0.00014882733,"about_ca_system_score_gemma":0.000080424055,"threshold_uncertainty_score":0.7555296},"labels":[],"label_agreement":null}]}