{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4180d457d05b","filters":{"venue":"CHŁODNICTWO"}},"results":[{"id":"W908031622","doi":"","title":"Nowy system chłodniczy wyposażony w separator cieczy U-Turn Alfa Laval pozwala zwiększyć wydajność systemu chłodniczego","year":2013,"lang":"pl","type":"article","venue":"CHŁODNICTWO","topic":"Engine and Fuel Emissions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Separator (oil production); Physics; Thermodynamics","authors":[{"name":"J Kedzia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005364906021687596,"gpt":0.185333133157437,"spread":0.1799682271357494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000182923,0.0003722782,0.00043468,0.0007223936,0.001223328,0.00198164,0.0005333038,0.0004905746,0.009673568],"category_scores_gemma":[0.000233494,0.0001634943,0.0003519242,0.0005454437,0.0004348968,0.001275835,0.0009021243,0.0007926014,0.002198401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007455741,"about_ca_system_score_gemma":0.00110304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00313173,"about_ca_topic_score_gemma":0.004454436,"domain_scores_codex":[0.9996346,0.00002576884,0.00001345306,0.0000717451,0.00016583,0.00008849896],"domain_scores_gemma":[0.9998342,0.0000144123,0.0000159128,0.00002933595,0.00007475923,0.00003139518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001997996,0.0002604947,0.01382298,0.0008629457,0.0001116931,0.0009373577,0.001215958,0.0057125,0.6314269,0.02040015,0.0093506,0.3139004],"study_design_scores_gemma":[0.0001588949,0.00113607,0.04478642,0.0001283925,0.0002695323,0.00214366,0.002348441,0.01705133,0.5207706,0.006733686,0.4043079,0.0001650439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7554579,0.00762427,0.1288593,0.002196954,0.001341169,0.0002376468,0.001185235,0.004294546,0.09880306],"genre_scores_gemma":[0.9347801,0.001413419,0.01392847,0.0001882158,0.0001312588,0.0000612447,0.0004931951,0.0002912788,0.04871295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009673568,"threshold_uncertainty_score":0.03236133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W757580248","doi":"","title":"90 lat Alfa Laval w Polsce","year":2014,"lang":"pl","type":"article","venue":"CHŁODNICTWO","topic":"Management and Organizational Practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art","authors":[{"name":"J Grzejszczak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01146516751190865,"gpt":0.209787095671972,"spread":0.1983219281600633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005008171,0.0007202348,0.0004855035,0.001750309,0.001804509,0.003778783,0.000494702,0.001207338,0.07572381],"category_scores_gemma":[0.000679451,0.0003034978,0.0004276628,0.001039772,0.0008160896,0.0008106731,0.002328984,0.001266112,0.02420492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294727,"about_ca_system_score_gemma":0.002803799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01977659,"about_ca_topic_score_gemma":0.02228212,"domain_scores_codex":[0.9994363,0.0001117554,0.00003715522,0.0001275186,0.0001660852,0.0001211382],"domain_scores_gemma":[0.99972,0.00003857816,0.00003070935,0.0000491716,0.00009621192,0.000065243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009251967,0.0002264713,0.009255223,0.001683821,0.0001034224,0.003030788,0.002737561,0.0007182952,0.01794233,0.07406516,0.399381,0.4899309],"study_design_scores_gemma":[0.00001209734,0.00002196293,0.005936149,0.0001047553,0.000009097894,0.0003642769,0.0002419186,0.00007067141,0.0009619381,0.0006430736,0.9916239,0.000009955062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1135074,0.0830712,0.00607665,0.01846774,0.01332685,0.0003464021,0.008574437,0.002488055,0.7541413],"genre_scores_gemma":[0.1964668,0.01678623,0.003909956,0.001314252,0.00121011,0.0001889341,0.003048514,0.0007811757,0.7762941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07572381,"threshold_uncertainty_score":0.2533214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1183159490","doi":"","title":"Nowoczesna seria chłodnic Alfa Laval Optigo TM. W trosce o Srodowisko naturalne i Twoje koszty","year":2012,"lang":"pl","type":"article","venue":"CHŁODNICTWO","topic":"Engine and Fuel Emissions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Physics","authors":[{"name":"J. Kedzia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01314418879903534,"gpt":0.2361020753671128,"spread":0.2229578865680774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002337121,0.0003146824,0.0003763863,0.0005145001,0.0005003159,0.001386053,0.0004323547,0.0004152317,0.007211248],"category_scores_gemma":[0.0002546228,0.000114598,0.0004428557,0.0004384218,0.0003213771,0.0006937671,0.0007006541,0.0007165881,0.002090319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006424984,"about_ca_system_score_gemma":0.0007888764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574252,"about_ca_topic_score_gemma":0.003157777,"domain_scores_codex":[0.9997135,0.00001572503,0.00001373161,0.00005952648,0.0001346591,0.00006285049],"domain_scores_gemma":[0.9998779,0.000008624447,0.00001823356,0.00002075694,0.00004704504,0.00002729773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001368089,0.0001350108,0.003359421,0.0005495955,0.00004298303,0.0003241595,0.0001506406,0.001163437,0.8689888,0.003675651,0.004854572,0.1153876],"study_design_scores_gemma":[0.0000926497,0.001091065,0.01534654,0.0000692487,0.0001312932,0.001322875,0.0004827635,0.003921282,0.6713941,0.001530253,0.3045477,0.00007034853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8081687,0.01364676,0.05635179,0.003180554,0.001219423,0.000231416,0.002270172,0.003414899,0.1115162],"genre_scores_gemma":[0.9279759,0.004965375,0.01846185,0.000546422,0.0001386287,0.00008876011,0.001011702,0.0004511558,0.04636011],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007211248,"threshold_uncertainty_score":0.02412397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1024507784","doi":"","title":"Chłodnice Alfa Laval pozwalaja zmniejszyć zużycie energii w centrum logistycznym w Niemczech","year":2011,"lang":"pl","type":"article","venue":"CHŁODNICTWO","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Physics","authors":[{"name":"J. Kedzia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03916228261466875,"gpt":0.218115726864359,"spread":0.1789534442496903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002837659,0.000290744,0.000402547,0.000865134,0.0009584831,0.002200599,0.0004154815,0.0004142919,0.004465496],"category_scores_gemma":[0.0003462561,0.0001183486,0.0004056157,0.0008499646,0.0005719597,0.0006748825,0.0008639737,0.0006455687,0.001040117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112203,"about_ca_system_score_gemma":0.001905241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006828138,"about_ca_topic_score_gemma":0.01163634,"domain_scores_codex":[0.99961,0.00004344698,0.0000250118,0.00008450641,0.0001336688,0.0001033214],"domain_scores_gemma":[0.9997846,0.00001426849,0.00003991169,0.00002967012,0.00007764122,0.00005396345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005021468,0.0004910259,0.03340617,0.001646094,0.0003351221,0.002007673,0.002949633,0.003260538,0.5907117,0.02726199,0.008784035,0.3241245],"study_design_scores_gemma":[0.0002145437,0.001297364,0.11448,0.000237284,0.0005016872,0.002357571,0.005522953,0.002128828,0.2350492,0.008611126,0.6294414,0.0001579977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135691,0.01161127,0.01264956,0.00309352,0.0007178441,0.0001223009,0.0007905813,0.0007128214,0.05673301],"genre_scores_gemma":[0.9658749,0.004157104,0.00536592,0.0003808879,0.0001321613,0.00004296462,0.0003186564,0.0001245173,0.02360292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006828138,"threshold_uncertainty_score":0.01493853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W765833387","doi":"","title":"Adiabatyczne chłodzenie wymienników wentylatorowych. System zraszania Alfa Laval","year":2011,"lang":"pl","type":"article","venue":"CHŁODNICTWO","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Philosophy","authors":[{"name":"M. Cabaj","is_ca":false},{"name":"J Kedzia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02295422723870731,"gpt":0.1978987532543644,"spread":0.1749445260156571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001158611,0.0002590839,0.0003565715,0.0003574401,0.0007892216,0.001538316,0.0004539354,0.0003241258,0.01739588],"category_scores_gemma":[0.000290012,0.0001628267,0.000242979,0.0003695961,0.0007004921,0.001203606,0.001039572,0.0007592855,0.001650122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224978,"about_ca_system_score_gemma":0.000762019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115286,"about_ca_topic_score_gemma":0.009974234,"domain_scores_codex":[0.9999033,0.00000990329,0.000003619522,0.0000256685,0.00002680795,0.00003065558],"domain_scores_gemma":[0.9999484,0.000004647342,0.000007347412,0.00001226942,0.00001751188,0.000009745479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008175893,0.000161686,0.01931649,0.0006117806,0.0002254469,0.0008793036,0.0006817066,0.1613772,0.1227317,0.5788398,0.02842475,0.0859325],"study_design_scores_gemma":[0.0002788577,0.0004186441,0.08304393,0.0001318205,0.0001501022,0.001135318,0.001253203,0.363975,0.03964996,0.2888817,0.2208996,0.0001818886],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5291349,0.007616221,0.1459331,0.004582757,0.001064502,0.000157309,0.005784026,0.001966039,0.3037612],"genre_scores_gemma":[0.969437,0.0006996259,0.00255051,0.00009939077,0.00004205493,0.00002948812,0.0006498375,0.0001909766,0.02630105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739588,"threshold_uncertainty_score":0.05819505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}