{"meta":{"query_hash":"6df347b16bb0","filters":{"venue":"Polish Psychological Bulletin"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/6df347b16bb0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Polish+Psychological+Bulletin"},"results":[{"id":"W2080678421","doi":"10.2478/v10059-008-0011-x","title":"Warsaw Wild Captive Pisula Stryjek rats (WWCPS) - Establishing a breeding colony of Norway Rat in captivity","year":2008,"lang":"en","type":"article","venue":"Polish Psychological Bulletin","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":34,"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":"Captivity; Mating; Zoology; Biology; Quarter (Canadian coin); Geography; Archaeology","score_opus":0.039832860537970166,"score_gpt":0.28464032343763307,"score_spread":0.2448074628996629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080678421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99295807,0.00034642106,0.0014455424,0.000069583904,0.00006535107,0.00024641253,0.0006987557,0.000112144604,0.004057737],"genre_scores_gemma":[0.95704764,0.0017399095,0.013487121,0.00033650247,0.00008444014,0.0015740592,0.002811917,0.000084687155,0.022833692],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99969685,0.00004272656,0.000020979054,0.00010390957,0.00007321013,0.00006245211],"domain_scores_gemma":[0.9995957,0.000023603743,0.000080246486,0.00009500241,0.00007418465,0.00013131906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047361,0.00077316526,0.0004167185,0.0011952195,0.000990304,0.00040000374,0.00049372076,0.00030897046,0.0033548893],"category_scores_gemma":[0.0002708363,0.00033184126,0.0002757743,0.0003877028,0.0008033913,0.00032761428,0.0007389671,0.00074032106,0.0007650349],"study_design_candidate":"observational","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":[0.0030221073,0.00420497,0.16611962,0.00045848585,0.00027245696,0.0057220813,0.0040392703,0.0007044105,0.68683386,0.0032789186,0.009421623,0.11592219],"study_design_scores_gemma":[0.00022303069,0.012502778,0.8335616,0.00021377874,0.00033369526,0.0052016126,0.0039167493,0.00082085707,0.089155644,0.0005986262,0.0533611,0.000110647474],"about_ca_topic_score_codex":0.0048861336,"about_ca_topic_score_gemma":0.01399384,"teacher_disagreement_score":0.0048861336,"about_ca_system_score_codex":0.00033376462,"about_ca_system_score_gemma":0.00042896657,"threshold_uncertainty_score":0.011223197},"labels":[],"label_agreement":null},{"id":"W2396680407","doi":"10.1515/ppb-2016-0013","title":"The role of executive processes in working memory deficits in Parkinson’s Disease","year":2016,"lang":"en","type":"article","venue":"Polish Psychological Bulletin","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Working memory; Psychology; Cognitive psychology; Recall; Spatial memory; Articulatory suppression; Cognition; Verbal memory; Executive functions; Task (project management); Short-term memory; Modality (human–computer interaction); Developmental psychology; Neuroscience; Computer science","score_opus":0.02361518481646582,"score_gpt":0.28837181236102205,"score_spread":0.26475662754455626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396680407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992085,0.00029672156,0.000065319975,0.000023355346,0.0000037493885,0.0000037249677,0.000032575765,0.0000018984168,0.00036422725],"genre_scores_gemma":[0.9996886,0.000086075524,0.000047920992,0.000008970969,0.0000053252506,0.0000040502673,0.00005365561,8.367961e-7,0.00010455066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999846,0.000045238434,0.000025874082,0.000026303504,0.000031932803,0.000024650166],"domain_scores_gemma":[0.99873585,0.00049691054,0.00037186246,0.00012295792,0.00009188183,0.00018054523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007272218,0.000554717,0.00049663795,0.0010471966,0.00025664354,0.0006661209,0.00026283882,0.00041756412,0.0027152926],"category_scores_gemma":[0.0020413285,0.00014336905,0.00022535918,0.00031777166,0.000648123,0.000519195,0.00055051246,0.00040493443,0.00019202124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011258329,0.0024973408,0.88880384,0.0003276798,0.000510628,0.002588554,0.0021675744,0.00055056997,0.02958153,0.00049496774,0.0003255249,0.06089339],"study_design_scores_gemma":[0.00013212729,0.0014993111,0.9941672,0.000026530404,0.00008421621,0.0014106575,0.00035617704,0.00031385754,0.001004665,0.0008512852,0.00014550715,0.000008463073],"about_ca_topic_score_codex":0.0005995185,"about_ca_topic_score_gemma":0.00060404546,"teacher_disagreement_score":0.0027152926,"about_ca_system_score_codex":0.00016327543,"about_ca_system_score_gemma":0.00012242953,"threshold_uncertainty_score":0.009083569},"labels":[],"label_agreement":null},{"id":"W2995671869","doi":"10.24425/ppb.2019.126025","title":"Abstract metaphorical classes: A perspective from distributed models of conceptual representations","year":2019,"lang":"en","type":"article","venue":"Polish Psychological Bulletin","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Perspective (graphical); Psychology; Epistemology; Cognitive science; Cognitive psychology; Social psychology; Artificial intelligence; Computer science; Philosophy","score_opus":0.05154946943347913,"score_gpt":0.3514077489217861,"score_spread":0.299858279488307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995671869","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044419788,0.007589577,0.8440239,0.0144625595,0.00025160503,0.000070969276,0.0002561143,0.00038416227,0.08854138],"genre_scores_gemma":[0.8757174,0.0027289737,0.11437645,0.0008582366,0.00041694427,0.0002194522,0.00019218095,0.00015033201,0.0053400276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975114,0.0011608388,0.00009687758,0.00046730097,0.0005855781,0.0001780754],"domain_scores_gemma":[0.9970752,0.0015074938,0.00021148135,0.0006194113,0.0002837684,0.00030274966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033607716,0.0009346237,0.0013149751,0.0032215025,0.0016573067,0.011714515,0.00256433,0.0024512876,0.004846118],"category_scores_gemma":[0.004995037,0.0006228247,0.0016346409,0.0020090854,0.01209957,0.025050791,0.005532362,0.005419392,0.00060130126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000101576825,0.0000073580636,0.000091169095,0.000034767723,0.000010701102,0.000028602668,0.0010646496,0.0009662995,0.0002120014,0.99342984,0.00026393586,0.003880424],"study_design_scores_gemma":[0.000012824322,0.00000913012,0.00008600204,0.000013212456,0.000006156669,0.000048527014,0.00033024687,0.004579382,0.000060130034,0.9917788,0.00307042,0.0000052519745],"about_ca_topic_score_codex":0.0024986356,"about_ca_topic_score_gemma":0.0011182027,"teacher_disagreement_score":0.011714515,"about_ca_system_score_codex":0.0035811462,"about_ca_system_score_gemma":0.0011981416,"threshold_uncertainty_score":0.025983214},"labels":[],"label_agreement":null},{"id":"W4384704978","doi":"10.24425/ppb.2022.141133","title":"A cognitive perspective on basic generic metaphors and their specific-level realizations","year":2022,"lang":"en","type":"article","venue":"Polish Psychological Bulletin","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Perspective (graphical); Psychology; Cognition; Cognitive psychology; Cognitive science; Epistemology; Social psychology; Artificial intelligence; Computer science; Philosophy","score_opus":0.07677802830079578,"score_gpt":0.3347623756317217,"score_spread":0.2579843473309259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384704978","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23193967,0.0060034087,0.28158596,0.011662821,0.00022049183,0.00011641851,0.00023644199,0.0003225273,0.46791223],"genre_scores_gemma":[0.9603742,0.0011074888,0.034052975,0.00049242144,0.00006740527,0.00006610967,0.00010314634,0.000055362532,0.0036809545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99883646,0.0006063268,0.000038758477,0.00020080413,0.00018563838,0.00013199332],"domain_scores_gemma":[0.9986864,0.0008110079,0.00013481357,0.00015639483,0.00010911863,0.000102340724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016360157,0.0007389093,0.00042594282,0.003216666,0.0016606586,0.004960011,0.0010115702,0.001998657,0.004685508],"category_scores_gemma":[0.0027378248,0.00036832446,0.0009037554,0.0015534393,0.020859957,0.014931957,0.0023004352,0.0038248543,0.00040222442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011926564,0.000013730808,0.00027754766,0.000050852785,0.000005079566,0.00011801614,0.008860793,0.00035464132,0.0007864288,0.98585606,0.00023920057,0.003425699],"study_design_scores_gemma":[0.000012180719,0.000033179374,0.0013416649,0.000056919478,0.000009090378,0.00039751304,0.005865726,0.0017262535,0.00035132264,0.97663146,0.013558439,0.000016323544],"about_ca_topic_score_codex":0.0021618702,"about_ca_topic_score_gemma":0.0017380118,"teacher_disagreement_score":0.004960011,"about_ca_system_score_codex":0.0020230159,"about_ca_system_score_gemma":0.0008095788,"threshold_uncertainty_score":0.01567465},"labels":[],"label_agreement":null},{"id":"W4384825430","doi":"10.24425/ppb.2020.135463","title":"Effects of work-family and family-work conflict and guilt on job and life satisfaction","year":2021,"lang":"en","type":"article","venue":"Polish Psychological Bulletin","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Psychological Association","keywords":"Work–family conflict; Psychology; Job satisfaction; Social psychology; Work (physics); Family life; Family conflict; Life satisfaction; Sociology","score_opus":0.037396576895975725,"score_gpt":0.3182724912235615,"score_spread":0.28087591432758574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384825430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99951494,0.00012451588,0.000022263255,0.000054494525,0.0000034664388,0.000002162834,0.000022736313,6.8056596e-7,0.00025478512],"genre_scores_gemma":[0.99983764,0.00003826864,0.000017003322,0.000006859737,0.0000037613827,0.0000030637593,0.000027163744,5.692052e-7,0.00006558438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883336,0.0005367322,0.00009434962,0.00008848977,0.00023784593,0.00020924455],"domain_scores_gemma":[0.9936951,0.00242477,0.0019979863,0.00022572809,0.0003615521,0.0012949021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013927752,0.00025408805,0.00034795183,0.000917702,0.0007923372,0.00066102267,0.0002891049,0.00040893134,0.0023098346],"category_scores_gemma":[0.0070936205,0.0001897469,0.0005662671,0.00042380454,0.00049622654,0.00039343565,0.0008733015,0.00073027954,0.00016163608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011764236,0.00009668168,0.99629116,0.0000055954347,0.00004910334,0.00008768957,0.0003358287,0.00004251737,0.000057877576,0.000025107434,0.000042772324,0.002847996],"study_design_scores_gemma":[0.000001939693,0.000055075026,0.99912125,0.0000040738696,0.000008680857,0.000077452765,0.0005315563,0.0000977107,0.000024073834,0.00003166716,0.00004459984,0.0000020110401],"about_ca_topic_score_codex":0.0032725686,"about_ca_topic_score_gemma":0.0043034134,"teacher_disagreement_score":0.0032725686,"about_ca_system_score_codex":0.00027418762,"about_ca_system_score_gemma":0.0004131615,"threshold_uncertainty_score":0.007727146},"labels":[],"label_agreement":null},{"id":"W7129715601","doi":"10.24425/ppb.2025.153982","title":"The Quarter-Life Crisis – Pilot Reports","year":2025,"lang":"pl","type":"article","venue":"Polish Psychological Bulletin","topic":"Identity, Memory, and Therapy","field":"Psychology","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":"Anxiety; Quarter (Canadian coin); Scale (ratio); Quality of life (healthcare); Young adult; Computer-assisted web interviewing; Trait; Trait anxiety","score_opus":0.03296225667713056,"score_gpt":0.35977588108696545,"score_spread":0.3268136244098349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7129715601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99333173,0.00019546553,0.0005176884,0.00040826396,0.000103629645,0.0005247797,0.0013213283,0.00009046198,0.003506776],"genre_scores_gemma":[0.9927764,0.0005293546,0.0008066623,0.00021695498,0.000101891324,0.0006619739,0.0016616441,0.00003423765,0.0032108866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816614,0.000740429,0.0002958385,0.00014539305,0.0004190142,0.00023328658],"domain_scores_gemma":[0.9897584,0.004016999,0.001150637,0.0009973311,0.0027800696,0.0012966767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032931156,0.00032952824,0.00025789082,0.0010449024,0.0010634287,0.0006425391,0.0005200895,0.00058355037,0.0038405475],"category_scores_gemma":[0.010706549,0.00025224517,0.0003815575,0.0006649211,0.0005049038,0.00062692905,0.0015285509,0.0008804712,0.0010990478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002396547,0.004051135,0.65218383,0.00088952715,0.00009590713,0.02574657,0.10586079,0.0002812018,0.0073782103,0.00063063,0.026375456,0.17411023],"study_design_scores_gemma":[0.00014257147,0.008984456,0.8172028,0.00027702458,0.00007855484,0.012254418,0.1059426,0.0005467096,0.0044787684,0.00030468125,0.04967777,0.00010947745],"about_ca_topic_score_codex":0.005174435,"about_ca_topic_score_gemma":0.0047708503,"teacher_disagreement_score":0.005174435,"about_ca_system_score_codex":0.00045228458,"about_ca_system_score_gemma":0.00080035086,"threshold_uncertainty_score":0.017415822},"labels":[],"label_agreement":null}]}