{"meta":{"query_hash":"ea4e1c5c0151","filters":{"venue":"Instal"},"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/ea4e1c5c0151","api":"https://metacan.xera.ac/api/v1/cohort?venue=Instal"},"results":[{"id":"W842845835","doi":"","title":"Utrzymywanie i przywracanie sprawności płytowych wymienników ciepła na podstawie działań podejmowanych przez Alfa Laval","year":2010,"lang":"pl","type":"article","venue":"Instal","topic":"Building energy efficiency and sustainability","field":"Engineering","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":"Materials science","score_opus":0.004606537196901512,"score_gpt":0.21356908245727127,"score_spread":0.20896254526036975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W842845835","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":[0.9450216,0.0006781045,0.0013166581,0.0009457876,0.008839015,0.00079615606,0.00029140193,0.0009822454,0.041128993],"genre_scores_gemma":[0.99193007,0.000095499476,0.002342305,0.00029009988,0.001435599,0.000062130755,0.00007684973,0.00024677452,0.0035207034],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99384713,0.00018707645,0.0012318173,0.0014317983,0.0011021789,0.0022000028],"domain_scores_gemma":[0.9964676,0.00031581864,0.00023831002,0.0018099641,0.00044287366,0.0007254261],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013809903,0.0011149416,0.0009607378,0.0004157349,0.0006882495,0.0004676364,0.0012995785,0.0012237914,0.0010033106],"category_scores_gemma":[0.000889951,0.0011805459,0.0005306094,0.0011692857,0.0006184307,0.00078832905,0.000476175,0.0030465226,0.0002610857],"study_design_candidate":"not_applicable","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":[0.0012915756,0.009026492,0.027956316,0.0050829877,0.0019165435,0.00382119,0.02640435,0.07524343,0.3623362,0.24035043,0.04890148,0.19766901],"study_design_scores_gemma":[0.0062404587,0.0012944288,0.03566403,0.00047052905,0.0005053461,0.0008046509,0.0041100904,0.085970715,0.045328166,0.0054325406,0.80767214,0.00650692],"about_ca_topic_score_codex":0.001921584,"about_ca_topic_score_gemma":0.0014645405,"teacher_disagreement_score":0.75877064,"about_ca_system_score_codex":0.0004942177,"about_ca_system_score_gemma":0.001027539,"threshold_uncertainty_score":0.99990994},"labels":[],"label_agreement":null},{"id":"W993647284","doi":"","title":"Odpowiedź Alfa Laval na problemy korozji miedzi w instalacjach wody wodociągowej i wymiennikach lutowanych","year":2007,"lang":"pl","type":"article","venue":"Instal","topic":"Advancements in Materials Engineering","field":"Engineering","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":"Geology","score_opus":0.008994226589324203,"score_gpt":0.23686457562760296,"score_spread":0.22787034903827877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W993647284","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":[0.791687,0.002947305,0.11306804,0.00014221553,0.013186157,0.0019593788,0.0003577226,0.0020455385,0.074606664],"genre_scores_gemma":[0.97306955,0.00032728992,0.021539984,0.00014178088,0.0015226129,0.00006752902,0.00015026417,0.00049636513,0.0026846516],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933748,0.000081819155,0.0017761762,0.0011096257,0.0011209648,0.0025365876],"domain_scores_gemma":[0.99766684,0.0001680389,0.00028053756,0.0011338291,0.00015828163,0.0005924624],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0014551393,0.0012865125,0.001056258,0.0006193101,0.00030916746,0.00032432645,0.00094830384,0.00072621834,0.0009422121],"category_scores_gemma":[0.00016574537,0.0015086741,0.00030061664,0.0009348437,0.00023373736,0.001092274,0.00054508407,0.0012230263,0.00084702735],"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":[0.00084090565,0.0016907837,0.0048063756,0.0050103855,0.002213896,0.0024628595,0.013915373,0.15131664,0.6632903,0.022915715,0.00828432,0.12325243],"study_design_scores_gemma":[0.011824141,0.0012360498,0.015266065,0.002763909,0.0006733261,0.0007424206,0.0040773754,0.033092607,0.20745786,0.0013342937,0.7116811,0.009850808],"about_ca_topic_score_codex":0.00011521348,"about_ca_topic_score_gemma":0.00009654113,"teacher_disagreement_score":0.7033968,"about_ca_system_score_codex":0.0010964543,"about_ca_system_score_gemma":0.00014668492,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null}]}