{"meta":{"query_hash":"479b4e395b88","filters":{"venue":"Personality Science"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"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/479b4e395b88","api":"https://metacan.xera.ac/api/v1/cohort?venue=Personality+Science"},"results":[{"id":"W3185839610","doi":"10.5964/ps.6001","title":"Why has personality psychology played an outsized role in the credibility revolution?","year":2021,"lang":"en","type":"article","venue":"Personality Science","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":28,"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 Victoria; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging","keywords":"Credibility; Skepticism; Personality; Psychology; Personality psychology; Perspective (graphical); Field (mathematics); History of psychology; Social psychology; Epistemology; Cognitive psychology; Computer science; Artificial intelligence","score_opus":0.07904915542478946,"score_gpt":0.3894734617974984,"score_spread":0.31042430637270896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185839610","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047314018,0.02174535,0.014271695,0.8572771,0.0047764275,0.00004416361,0.000102526225,0.00009527293,0.05437355],"genre_scores_gemma":[0.8965418,0.007235235,0.005095707,0.07963322,0.00624378,0.000063895495,0.000047288282,0.00017373895,0.0049653593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97482353,0.012293149,0.0009972719,0.0035880273,0.006692031,0.0016059167],"domain_scores_gemma":[0.9053079,0.06354963,0.0074458,0.0071693715,0.010182086,0.0063453414],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05906437,0.0005459051,0.0008816112,0.0024388279,0.0065684235,0.011740306,0.0016481675,0.006345674,0.0062005105],"category_scores_gemma":[0.11024475,0.00047835815,0.0006352179,0.0019639959,0.050533433,0.01720839,0.005945921,0.013060196,0.0010661549],"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":[0.00018971848,0.0000806532,0.011888103,0.0002869249,0.00006624551,0.0003137615,0.014652411,0.00029119488,0.0003612694,0.89238364,0.02479614,0.054689992],"study_design_scores_gemma":[0.00010693681,0.0001464826,0.014631465,0.000792763,0.000042844633,0.00056934403,0.012676028,0.0011632016,0.0007607223,0.8390718,0.12992431,0.000114137125],"about_ca_topic_score_codex":0.007493979,"about_ca_topic_score_gemma":0.0041226977,"teacher_disagreement_score":0.9409356,"about_ca_system_score_codex":0.006739319,"about_ca_system_score_gemma":0.0040149107,"threshold_uncertainty_score":0.312366},"labels":[],"label_agreement":null},{"id":"W4281915855","doi":"10.5964/ps.7975","title":"A goal by any other name: Effects of different goal elicitation methods on goal pursuit","year":2022,"lang":"en","type":"article","venue":"Personality Science","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Goal pursuit; Goal orientation; Goal setting; Psychology; Cognitive psychology; Computer science; Social psychology","score_opus":0.02574418514068612,"score_gpt":0.3681411367206075,"score_spread":0.3423969515799214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281915855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966543,0.000112314134,0.001972472,0.00004648506,0.000019998637,0.0001720273,0.00002551764,0.000024299112,0.0009725751],"genre_scores_gemma":[0.9806409,0.00028361735,0.016716903,0.00012571386,0.000030144434,0.0011740433,0.00007714399,0.000046474317,0.00090506213],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99195015,0.0056120027,0.00086149113,0.00059041835,0.00078564015,0.0002002934],"domain_scores_gemma":[0.91997176,0.07245005,0.003987204,0.0020026874,0.00069910137,0.00088912516],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006669958,0.0005326447,0.00057447347,0.00045427002,0.00050475047,0.0011783964,0.00038472883,0.00058903475,0.0023675112],"category_scores_gemma":[0.034325212,0.00038960125,0.00033932104,0.0004461463,0.000671242,0.00095418835,0.0014580763,0.001083129,0.00028151827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09298987,0.042338673,0.08566061,0.0034985156,0.00069353107,0.00039559943,0.03520097,0.0015298383,0.3893161,0.002267184,0.0006268734,0.34548223],"study_design_scores_gemma":[0.007642206,0.1634642,0.6613495,0.0008796313,0.0014704266,0.000792944,0.01608331,0.010495529,0.12400628,0.0061004967,0.0073032677,0.00041223443],"about_ca_topic_score_codex":0.00028250663,"about_ca_topic_score_gemma":0.00044096613,"teacher_disagreement_score":0.99333006,"about_ca_system_score_codex":0.0001981294,"about_ca_system_score_gemma":0.0003197753,"threshold_uncertainty_score":0.035274506},"labels":[],"label_agreement":null},{"id":"W4304632964","doi":"10.5964/ps.7269","title":"Personality Neuroscience: An Emerging Field With Bright Prospects","year":2022,"lang":"en","type":"article","venue":"Personality Science","topic":"Mental Health Research Topics","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Mental Health","keywords":"Neuroimaging; Psychology; Neuroscience; Personality; Modalities; Field (mathematics); Cognitive science; Population; Sociology; Social psychology; Social science","score_opus":0.12119341249355044,"score_gpt":0.4621544924506164,"score_spread":0.340961079957066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304632964","genre_codex":"review","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":[0.0003373757,0.964606,0.001213804,0.029966246,0.0022483252,0.000009886242,0.000029448009,0.00003482052,0.0015540884],"genre_scores_gemma":[0.0037471529,0.98120064,0.0023875562,0.006344478,0.005782175,0.000030399357,0.00004538684,0.000011316527,0.00045089744],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99882334,0.00048246045,0.000105899955,0.0002034215,0.00023705437,0.00014789563],"domain_scores_gemma":[0.98438305,0.011100769,0.0005093285,0.00034644475,0.0022092743,0.0014511121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069143046,0.0009591404,0.002132076,0.0024192226,0.0016378438,0.0052304687,0.0012126046,0.0055463733,0.0067893853],"category_scores_gemma":[0.006483854,0.0003614696,0.0008930937,0.0024600483,0.0043395916,0.008146626,0.0033383,0.007641129,0.0019842952],"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":[0.00021459942,0.00018858582,0.0015898484,0.012891768,0.000107965134,0.0004774364,0.00078732887,0.00035616197,0.001216053,0.053753022,0.07650491,0.8519124],"study_design_scores_gemma":[0.00004831391,0.00030612305,0.0042695976,0.019470247,0.00017832125,0.0017717086,0.002358411,0.0006033065,0.00043434772,0.14131765,0.829112,0.00012991471],"about_ca_topic_score_codex":0.0015541073,"about_ca_topic_score_gemma":0.0024535274,"teacher_disagreement_score":0.0069143046,"about_ca_system_score_codex":0.0019028833,"about_ca_system_score_gemma":0.007309017,"threshold_uncertainty_score":0.036566794},"labels":[],"label_agreement":null},{"id":"W4307544233","doi":"10.5964/ps.7583","title":"Body mass is linked with a broad range of personality nuances, but especially those with behavioral content: A multi-sample exploration","year":2022,"lang":"en","type":"article","venue":"Personality Science","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Eesti Teadusagentuur","keywords":"Sample (material); Psychology; Personality; Content (measure theory); Range (aeronautics); Clinical psychology; Social psychology; Engineering; Mathematics; Chromatography; Chemistry","score_opus":0.1624791588684568,"score_gpt":0.37130171265171363,"score_spread":0.20882255378325684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307544233","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":[0.9965397,0.0003118033,0.0016870851,0.000102004335,0.000014332737,0.000018952296,0.0009439704,0.000013717669,0.00036838924],"genre_scores_gemma":[0.99777895,0.00008864514,0.00090190035,0.000036607227,0.000009760228,0.0000336878,0.00097228994,0.000011629287,0.00016655271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981092,0.0010584185,0.0001431081,0.00036173203,0.00021623832,0.000111350506],"domain_scores_gemma":[0.99272,0.0036123507,0.0013866262,0.0014890492,0.0004620368,0.00033003517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042672353,0.00049110636,0.0006769619,0.0009565892,0.00068805966,0.0009976707,0.00044036863,0.00038497886,0.0020246983],"category_scores_gemma":[0.008404163,0.00029645837,0.0012422127,0.0010116994,0.00048638543,0.00068235036,0.0016496284,0.0008248279,0.00027210842],"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":[0.0001654093,0.000034408058,0.9935541,0.00003364255,0.00066100626,0.00003185957,0.0003396762,0.00010547096,0.00043236595,0.000101309684,0.00022666955,0.0043141],"study_design_scores_gemma":[0.000005296512,0.000043713735,0.99832326,0.000015843589,0.0001016685,0.000091805174,0.00020461397,0.0005856421,0.00010193276,0.00016717489,0.00035226735,0.000006799351],"about_ca_topic_score_codex":0.002652696,"about_ca_topic_score_gemma":0.0047366587,"teacher_disagreement_score":0.0042672353,"about_ca_system_score_codex":0.00024036929,"about_ca_system_score_gemma":0.0002054088,"threshold_uncertainty_score":0.02256757},"labels":[],"label_agreement":null},{"id":"W4313275229","doi":"10.5964/ps.7091","title":"The association of self-efficacy, anxiety sensitivity, and perfectionism with statistics and math anxiety","year":2022,"lang":"en","type":"article","venue":"Personality Science","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Anxiety; Association (psychology); Perfectionism (psychology); Psychology; Clinical psychology; Sensitivity (control systems); Anxiety sensitivity; Psychotherapist; Psychiatry","score_opus":0.010786618574214011,"score_gpt":0.27313234816754733,"score_spread":0.2623457295933333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313275229","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":[0.9995573,0.000035078454,0.000038770067,0.00002398761,0.000001799611,0.0000038213407,0.000015374852,0.0000025199538,0.0003213828],"genre_scores_gemma":[0.9997608,0.000023394992,0.000052256048,0.000008108768,0.000002640988,0.0000027668505,0.000027205677,6.212801e-7,0.00012217309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994167,0.00013552004,0.000069411464,0.00007609405,0.00021830054,0.00008392703],"domain_scores_gemma":[0.9898247,0.0030423172,0.004539044,0.00053698785,0.000492383,0.0015645325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014253902,0.00022276718,0.00022970156,0.00090591,0.00030977477,0.0008334705,0.00022252368,0.00026801965,0.0025857917],"category_scores_gemma":[0.007844302,0.00019561108,0.0003344233,0.0004393332,0.0005672627,0.00032523545,0.000594321,0.0006981988,0.00015362947],"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":[0.000022465625,0.00011229888,0.99663585,0.0000078005305,0.000026423104,0.000017625822,0.00022974651,0.000026425247,0.00018290144,0.00003655737,0.000041869767,0.002660119],"study_design_scores_gemma":[9.663879e-7,0.0000430616,0.9995962,0.0000023814837,0.0000045520014,0.00004056876,0.00014690799,0.00006397523,0.000037142734,0.000032958807,0.000029850547,0.0000013709308],"about_ca_topic_score_codex":0.0011167704,"about_ca_topic_score_gemma":0.0028907298,"teacher_disagreement_score":0.0025857917,"about_ca_system_score_codex":0.00023220855,"about_ca_system_score_gemma":0.0004232801,"threshold_uncertainty_score":0.0086503625},"labels":[],"label_agreement":null},{"id":"W4313275655","doi":"10.5964/ps.7253","title":"Changes in subjective well-being predict changes in U.S. presidential, Senate, & House of Representatives election outcomes","year":2022,"lang":"en","type":"article","venue":"Personality Science","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canada Research Chairs","keywords":"Presidential system; House of Representatives; Promotion (chess); Metropolitan area; Political science; Presidential election; Population; Index (typography); State (computer science); Public administration; Psychology; Law; Sociology; Medicine; Demography; Politics; Computer science","score_opus":0.03682336213844677,"score_gpt":0.3578916082482655,"score_spread":0.3210682461098187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313275655","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":[0.9970367,0.000064662636,0.00012820738,0.00020248232,0.0000130404605,0.000005500162,0.0006362166,0.000005654363,0.0019074617],"genre_scores_gemma":[0.99874395,0.000029265024,0.000049690938,0.000028118253,0.000008923652,0.0000061327155,0.0006281236,0.0000022694142,0.00050350884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997218,0.000092074166,0.000020494876,0.000055296023,0.00004110933,0.000069192974],"domain_scores_gemma":[0.99741447,0.0004534298,0.0010494743,0.00018422467,0.0002587298,0.00063967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008156088,0.00015708298,0.00012873959,0.00067725556,0.0004047204,0.0006507899,0.0001781386,0.0002703134,0.0056943023],"category_scores_gemma":[0.0030863683,0.00012179701,0.0004231984,0.00081370416,0.0002773574,0.00038922296,0.0005380428,0.0007481702,0.00072030415],"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":[0.000025201669,0.000041091676,0.99776125,0.0000035018543,0.000029269124,0.0000068930653,0.00010330171,0.0000710058,0.00004051376,0.00007056102,0.0004103965,0.0014369307],"study_design_scores_gemma":[0.0000012437939,0.000019525303,0.9993587,0.000002295288,0.0000063216353,0.0000050716044,0.00017387501,0.00015295325,0.000028309702,0.000027823184,0.00022237425,0.000001398518],"about_ca_topic_score_codex":0.01952339,"about_ca_topic_score_gemma":0.047709312,"teacher_disagreement_score":0.01952339,"about_ca_system_score_codex":0.00028875947,"about_ca_system_score_gemma":0.0002849015,"threshold_uncertainty_score":0.038819492},"labels":[],"label_agreement":null},{"id":"W4315853208","doi":"10.5964/ps.7505","title":"Personality and Social Relationships: What Do We Know and Where Do We Go","year":2023,"lang":"en","type":"article","venue":"Personality Science","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Personality; Psychology; Social psychology; Go/no go; Computer science","score_opus":0.06770141580256077,"score_gpt":0.33338208666101865,"score_spread":0.26568067085845787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315853208","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038452856,0.8236414,0.004571094,0.11419447,0.0018533301,0.00006000192,0.00034133787,0.000051818795,0.016833723],"genre_scores_gemma":[0.25586176,0.72134525,0.0042206426,0.012665285,0.0037957719,0.00011689297,0.0002346894,0.000032131895,0.0017276048],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966272,0.0018825794,0.00018815545,0.00059411227,0.0004514631,0.000256499],"domain_scores_gemma":[0.97863185,0.015207275,0.0016974651,0.0013566996,0.001630042,0.0014767691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007888181,0.0007004014,0.002181757,0.0029207517,0.0028783865,0.009527907,0.0015159537,0.0026566782,0.005263825],"category_scores_gemma":[0.012214027,0.0005019492,0.0007244812,0.003393589,0.009565957,0.014405993,0.003590754,0.005113397,0.0008149395],"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":[0.00017014226,0.00022295375,0.07654186,0.007801937,0.0005752082,0.0004179741,0.028691944,0.0004567774,0.00041600742,0.077843085,0.016711298,0.7901508],"study_design_scores_gemma":[0.00003524667,0.00045314865,0.3900488,0.03026215,0.0005413274,0.002403918,0.06130761,0.0011883172,0.00053284084,0.24817279,0.26463416,0.00041966914],"about_ca_topic_score_codex":0.015867624,"about_ca_topic_score_gemma":0.018638667,"teacher_disagreement_score":0.015867624,"about_ca_system_score_codex":0.0022548619,"about_ca_system_score_gemma":0.004381511,"threshold_uncertainty_score":0.04171717},"labels":[],"label_agreement":null},{"id":"W4318052270","doi":"10.5964/ps.10537","title":"Differing Levels of Gratitude Between Romantic Partners: Concurrent and Longitudinal Links With Satisfaction and Commitment in Six Dyadic Datasets","year":2023,"lang":"en","type":"article","venue":"Personality Science","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":12,"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 Toronto; York University","funders":"","keywords":"Gratitude; Romance; Psychology; Social psychology; Psychoanalysis","score_opus":0.11219959370585164,"score_gpt":0.44911327901000503,"score_spread":0.3369136853041534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318052270","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":[0.9992716,0.000051708048,0.00022953046,0.000023431783,0.0000019950414,0.0000089029,0.00027317845,0.0000017872799,0.00013784645],"genre_scores_gemma":[0.9984446,0.000049994807,0.00040066795,0.0000092661185,0.0000032978264,0.000046862155,0.0008832051,0.0000022815875,0.00015974038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977368,0.0014341499,0.0001846843,0.00027696174,0.00020619277,0.0001611014],"domain_scores_gemma":[0.99035865,0.0041575455,0.0024504678,0.0013121389,0.00094471785,0.00077650807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004712848,0.00019471026,0.00044060228,0.0008533981,0.00095197133,0.0011402974,0.0005010702,0.0004867945,0.0011957956],"category_scores_gemma":[0.015231046,0.00022551329,0.00043219372,0.0013054775,0.0003762873,0.0010072639,0.0024510243,0.00092441385,0.00022806655],"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":[0.00018550125,0.000084906234,0.9920556,0.000024092167,0.00014812202,0.000054503576,0.0022666422,0.00017592862,0.0003553597,0.000106359155,0.00017400026,0.0043689734],"study_design_scores_gemma":[0.000005358108,0.000086837535,0.9956943,0.000009713121,0.00003308509,0.00017981543,0.0027037794,0.00061494287,0.00015647087,0.000120397206,0.00038124563,0.000014094578],"about_ca_topic_score_codex":0.003962944,"about_ca_topic_score_gemma":0.0072666123,"teacher_disagreement_score":0.004712848,"about_ca_system_score_codex":0.00032310362,"about_ca_system_score_gemma":0.0002872616,"threshold_uncertainty_score":0.024924219},"labels":[],"label_agreement":null},{"id":"W4385828171","doi":"10.5964/ps.12017","title":"What Constitutes Successful Goal Pursuit? Exploring the Relation Between Subjective and Objective Measures of Goal Progress","year":2023,"lang":"en","type":"article","venue":"Personality Science","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Goal pursuit; Goal setting; Goal orientation; Relation (database); Psychology; Computer science; Social psychology; Data mining","score_opus":0.1978374432036488,"score_gpt":0.4225617619461852,"score_spread":0.22472431874253643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385828171","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":[0.9909882,0.00046912296,0.002841825,0.00020577993,0.0000137718625,0.000029272547,0.00015005312,0.000010395567,0.0052915183],"genre_scores_gemma":[0.9986808,0.00015865573,0.0008475615,0.000014878714,0.0000053479457,0.000021039155,0.00012304897,0.000004373162,0.00014431807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728894,0.0014679894,0.00025131274,0.0003003735,0.00052271184,0.00016867497],"domain_scores_gemma":[0.9661867,0.01914268,0.008647593,0.0022342629,0.0019738446,0.0018149208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006900978,0.0002653846,0.0004314752,0.0020855535,0.0004490964,0.0027944816,0.0003963637,0.00047033324,0.0012640059],"category_scores_gemma":[0.03641493,0.00019354025,0.00048643758,0.0017160984,0.0011480115,0.0019399382,0.0024823688,0.001131018,0.00014736192],"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":[0.00010644174,0.00016700964,0.9587934,0.00016121562,0.00024683413,0.000036878257,0.0035561814,0.00040046533,0.00036114702,0.0031264715,0.00019938154,0.032844685],"study_design_scores_gemma":[0.0000038073615,0.00009282919,0.9931814,0.0000673199,0.00003434831,0.000054044896,0.002405776,0.0007798584,0.00015277734,0.002580926,0.0006311572,0.000015683807],"about_ca_topic_score_codex":0.0013278447,"about_ca_topic_score_gemma":0.0022322661,"teacher_disagreement_score":0.006900978,"about_ca_system_score_codex":0.00047164038,"about_ca_system_score_gemma":0.00045728934,"threshold_uncertainty_score":0.03649634},"labels":[],"label_agreement":null},{"id":"W4387973804","doi":"10.5964/ps.10523","title":"Communal Narcissism and Sadism as Predictors of Everyday Vigilantism","year":2023,"lang":"en","type":"article","venue":"Personality Science","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Narcissism; Psychology; Social psychology; Criminology","score_opus":0.04670010789068584,"score_gpt":0.371333115634821,"score_spread":0.32463300774413517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387973804","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":[0.9997292,0.000023924833,0.00001955213,0.000018412213,0.0000012990183,0.000002457025,0.000013849575,0.0000010309386,0.00019024462],"genre_scores_gemma":[0.99982834,0.000024031462,0.000038371087,0.000004670402,0.0000024785281,0.0000021984256,0.000025988817,3.9745728e-7,0.00007336571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997266,0.00009240766,0.00003624621,0.000035816247,0.00006351643,0.00004543437],"domain_scores_gemma":[0.99433714,0.0011588461,0.0030778635,0.00028286933,0.00022209996,0.00092118204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052446785,0.0002261209,0.00014408404,0.00037474564,0.00033855395,0.00066476874,0.0001932513,0.00035013855,0.0019880598],"category_scores_gemma":[0.004514479,0.0001606144,0.00024546284,0.0002237276,0.00046359265,0.00023500223,0.0004931937,0.0007948967,0.00013533921],"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":[0.000049236376,0.00006699199,0.99778205,0.0000073260708,0.000032866912,0.000054327465,0.00028478345,0.000040956696,0.00048252154,0.000030146684,0.000024264975,0.0011446167],"study_design_scores_gemma":[0.0000013408957,0.000050696002,0.99940157,0.0000025747886,0.000005511663,0.00008887995,0.00021538825,0.00013425184,0.000042527045,0.0000251857,0.00003020273,0.0000018901655],"about_ca_topic_score_codex":0.0017662529,"about_ca_topic_score_gemma":0.003851558,"teacher_disagreement_score":0.0019880598,"about_ca_system_score_codex":0.00016410563,"about_ca_system_score_gemma":0.00015977399,"threshold_uncertainty_score":0.0066506863},"labels":[],"label_agreement":null},{"id":"W4387974292","doi":"10.5964/ps.11869","title":"Sexual Satisfaction Predicts Future Changes in Relationship Satisfaction and Sexual Frequency: New Insights From Within-Person Associations Over Time","year":2023,"lang":"en","type":"article","venue":"Personality Science","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":21,"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 Alberta; York University; University of Toronto","funders":"Brigham Young University","keywords":"Psychology; Social psychology; Developmental psychology","score_opus":0.06487098033618452,"score_gpt":0.3362090768290977,"score_spread":0.2713380964929132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387974292","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":[0.99833614,0.00024573714,0.0005260703,0.000096218566,0.0000065737836,0.000006602232,0.00014941457,0.000004294287,0.00062895357],"genre_scores_gemma":[0.9993055,0.0001246346,0.00023271356,0.000022862472,0.000006865109,0.000006464536,0.00017664248,0.0000020633543,0.00012217453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992084,0.00042030241,0.00005048176,0.00013648183,0.00010141026,0.00008298236],"domain_scores_gemma":[0.994474,0.0025245417,0.0014783515,0.0006728751,0.0003672491,0.00048294797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026898012,0.00019412577,0.0003708201,0.00089058134,0.00046469894,0.0011164353,0.0003943013,0.0004038036,0.0019786383],"category_scores_gemma":[0.007898962,0.0002716973,0.0006161336,0.001267944,0.000561721,0.0013137658,0.0009810508,0.00092690793,0.00016446217],"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":[0.000026317204,0.00003210401,0.9954058,0.0000067476817,0.00004997701,0.000018830044,0.000523308,0.000057227986,0.00009006378,0.00006887685,0.000032229298,0.0036884916],"study_design_scores_gemma":[9.2215333e-7,0.000039539038,0.9987941,0.000005037378,0.000016310742,0.000037719812,0.00047301955,0.00034510167,0.000028187997,0.00011657566,0.0001402068,0.0000032904186],"about_ca_topic_score_codex":0.0061098333,"about_ca_topic_score_gemma":0.011935709,"teacher_disagreement_score":0.0061098333,"about_ca_system_score_codex":0.00025358686,"about_ca_system_score_gemma":0.0003687965,"threshold_uncertainty_score":0.014225185},"labels":[],"label_agreement":null},{"id":"W4406213091","doi":"10.1177/27000710241264456","title":"Personality research in Lebanon: Personal reflections on challenges and opportunities","year":2025,"lang":"en","type":"article","venue":"Personality Science","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":3,"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":"Ministerio de Ciencia e Innovación","keywords":"Personality; Psychology; Engineering ethics; Social psychology; Engineering","score_opus":0.6404643162929248,"score_gpt":0.5450479226311228,"score_spread":0.09541639366180199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406213091","genre_codex":"commentary","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":[0.1756604,0.06075354,0.0021158531,0.72730106,0.010593076,0.00006326853,0.00009029662,0.000039051054,0.023383534],"genre_scores_gemma":[0.7274369,0.038977318,0.0035699771,0.20313688,0.007886619,0.0001316301,0.000067843954,0.000116451774,0.018676462],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9824157,0.0135879135,0.00037337124,0.00059394893,0.0011527843,0.0018763449],"domain_scores_gemma":[0.9731347,0.013393119,0.0011779573,0.00072737655,0.0049679386,0.0065989033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03138877,0.0007548886,0.00059167505,0.0016575828,0.023431983,0.009806585,0.0013189084,0.0037197273,0.0026296447],"category_scores_gemma":[0.020787211,0.000358526,0.000410362,0.0018184831,0.014539684,0.0064980634,0.008613414,0.011330456,0.00045794563],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007433851,0.00019440587,0.0152395,0.00044489,0.000039886392,0.0033344948,0.7922477,0.00013997109,0.0012082412,0.026071535,0.0746969,0.08630815],"study_design_scores_gemma":[0.000008155983,0.000060310318,0.004444658,0.0006703806,0.000010857043,0.0007832089,0.77086174,0.00007453768,0.00027208644,0.0041160933,0.21864758,0.000050324117],"about_ca_topic_score_codex":0.01874485,"about_ca_topic_score_gemma":0.037246592,"teacher_disagreement_score":0.03138877,"about_ca_system_score_codex":0.008433608,"about_ca_system_score_gemma":0.009677557,"threshold_uncertainty_score":0.16600168},"labels":[],"label_agreement":null},{"id":"W4406585424","doi":"10.1177/27000710241290623","title":"Personality science around the world","year":2025,"lang":"en","type":"article","venue":"Personality Science","topic":"Cultural Differences and Values","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Personality; Psychology; Social psychology","score_opus":0.12779403175523416,"score_gpt":0.43317476381452813,"score_spread":0.30538073205929395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406585424","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":[0.0068830107,0.33607808,0.006454657,0.268472,0.026413787,0.000031759344,0.0002675613,0.00013025565,0.35526884],"genre_scores_gemma":[0.33414173,0.3135993,0.007925991,0.09059648,0.0242205,0.00011525254,0.0003810986,0.00017295418,0.22884676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990928,0.00037440078,0.000035480934,0.00016562527,0.00026482093,0.00006689627],"domain_scores_gemma":[0.9975326,0.00069373875,0.000165565,0.0002695046,0.00086933293,0.00046916903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019630848,0.000412805,0.0004270025,0.0017385532,0.0019177747,0.0049988325,0.0003607102,0.0017441997,0.015296984],"category_scores_gemma":[0.004933505,0.00017249737,0.00024677246,0.0020413015,0.004897551,0.0033631572,0.002067608,0.0058196727,0.0031895572],"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":[0.00005762093,0.00007709782,0.003140897,0.00037112916,0.000049901104,0.00009276795,0.0025001133,0.00028782347,0.0004905141,0.4874274,0.21156342,0.29394132],"study_design_scores_gemma":[0.00000834275,0.000026887154,0.0033749242,0.0007096794,0.000014010773,0.00011077648,0.001539446,0.000096831005,0.00011037956,0.14227629,0.85172147,0.000010972563],"about_ca_topic_score_codex":0.0038952408,"about_ca_topic_score_gemma":0.0044461014,"teacher_disagreement_score":0.015296984,"about_ca_system_score_codex":0.002142403,"about_ca_system_score_gemma":0.0032742291,"threshold_uncertainty_score":0.051173568},"labels":[],"label_agreement":null},{"id":"W4411531099","doi":"10.1177/27000710251347134","title":"Exploring goal change in everyday life","year":2025,"lang":"en","type":"article","venue":"Personality Science","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","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":"McGill University; Carleton University","funders":"","keywords":"Goal pursuit; Goal setting; Psychology; Perception; Everyday life; Goal orientation; Behavior change; Social psychology; Applied psychology; Political science","score_opus":0.12954249885920663,"score_gpt":0.3038697830910326,"score_spread":0.17432728423182595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411531099","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":[0.99083734,0.0006983534,0.002401136,0.0007869089,0.000016385595,0.000031497373,0.00007761758,0.00001560408,0.005135175],"genre_scores_gemma":[0.9984718,0.00024149318,0.0008793601,0.00007126845,0.000004759895,0.000032330692,0.000055056134,0.0000034289533,0.00024055032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983064,0.0010134631,0.00007155601,0.00020834841,0.00022307716,0.00017728329],"domain_scores_gemma":[0.99468416,0.0022898444,0.0014795477,0.00039691041,0.00053336914,0.0006161693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036280195,0.00024841263,0.00037260787,0.0013791622,0.0011416929,0.00301154,0.00047572618,0.0005478886,0.0011514248],"category_scores_gemma":[0.009541573,0.00020104078,0.0004742757,0.0011446625,0.0013264826,0.0020601873,0.0018618248,0.0012206673,0.00013541486],"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":[0.00010686437,0.0007497564,0.7788732,0.00028395868,0.0002457551,0.0001656708,0.07023124,0.0008678952,0.00065128814,0.010668455,0.0017297242,0.13542622],"study_design_scores_gemma":[0.000011797158,0.00031999126,0.93748856,0.0001310783,0.000045669407,0.0001602385,0.038753435,0.0018208747,0.00026603404,0.014457993,0.006508179,0.00003617305],"about_ca_topic_score_codex":0.003694387,"about_ca_topic_score_gemma":0.0060050045,"teacher_disagreement_score":0.003694387,"about_ca_system_score_codex":0.0012343269,"about_ca_system_score_gemma":0.0008541787,"threshold_uncertainty_score":0.019187033},"labels":[],"label_agreement":null},{"id":"W4413840527","doi":"10.1177/27000710251365729","title":"Emotional intelligence and the dark triad personality traits: A latent profile analysis","year":2025,"lang":"en","type":"article","venue":"Personality Science","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Dark triad; Psychology; Big Five personality traits; Personality; Latent class model; Psychopathy; Triad (sociology); Social psychology; Computer science; Machine learning; Psychoanalysis","score_opus":0.05515153444640694,"score_gpt":0.37186013396299594,"score_spread":0.31670859951658903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413840527","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":[0.9857555,0.0008548303,0.010937577,0.00014802965,0.000020151267,0.000139365,0.0010656147,0.00004732954,0.0010316209],"genre_scores_gemma":[0.99622774,0.0001224019,0.0027836314,0.000014544729,0.0000064191463,0.000101283695,0.0006268617,0.0000053129675,0.000111704954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798113,0.0010697409,0.00020526393,0.00031962202,0.00031474567,0.000109545836],"domain_scores_gemma":[0.99547845,0.001936155,0.0012871246,0.00080145267,0.00029088737,0.00020595595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004901769,0.0004668692,0.0004839053,0.002436838,0.00049643137,0.0015607873,0.0004037501,0.0002847209,0.002288352],"category_scores_gemma":[0.008092134,0.00023829917,0.0024081578,0.0026235215,0.00041722012,0.00062518375,0.0014626655,0.0008752187,0.00016742924],"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":[0.00029514683,0.00009219197,0.9764233,0.00014403388,0.0020995545,0.00006062437,0.00038608784,0.00047026062,0.00056754536,0.00077833614,0.00023571518,0.018447189],"study_design_scores_gemma":[0.000072134986,0.00031301723,0.98342174,0.00010873366,0.0017188904,0.00026697264,0.0006565175,0.008547139,0.00040056134,0.0035265035,0.0009372708,0.000030588064],"about_ca_topic_score_codex":0.0013916224,"about_ca_topic_score_gemma":0.0016782889,"teacher_disagreement_score":0.004901769,"about_ca_system_score_codex":0.00041500095,"about_ca_system_score_gemma":0.0005245321,"threshold_uncertainty_score":0.025923312},"labels":[],"label_agreement":null},{"id":"W4415546569","doi":"10.1177/27000710251377954","title":"Cohort Profiles: Personality Measurements at the Estonian Biobank of the Estonian Genome Center, University of Tartu","year":2025,"lang":"en","type":"article","venue":"Personality Science","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","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":"McGill University","funders":"Eesti Teadusagentuur","keywords":"Biobank; Estonian; Personality; Cohort; Big Five personality traits; Cohort study; Anthropometry; Health data","score_opus":0.02209853509395506,"score_gpt":0.2656886358340775,"score_spread":0.2435901007401224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415546569","genre_codex":"dataset","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":[0.4143301,0.0012728835,0.005325313,0.0007114869,0.00024128276,0.00092011096,0.5639542,0.00030892956,0.012935759],"genre_scores_gemma":[0.37767798,0.0014702947,0.008792192,0.00087763666,0.00020928503,0.0038728095,0.5808124,0.00020839924,0.026079016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998611,0.00027570344,0.00027836842,0.0003437483,0.00030210154,0.00018903517],"domain_scores_gemma":[0.9961356,0.00038588909,0.0009188717,0.00097256264,0.00117253,0.00041463965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033666,0.00065318367,0.0005978765,0.0023864815,0.0008975138,0.0013986276,0.0010246577,0.000674807,0.008972336],"category_scores_gemma":[0.006953617,0.00049809675,0.0006519954,0.0032998195,0.00022769111,0.00045329696,0.0018713769,0.0007480993,0.004067554],"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":[0.0013093005,0.00020974512,0.81009394,0.00065689004,0.00049066986,0.0011040056,0.0016363494,0.000669362,0.0023830947,0.0013337306,0.14706513,0.033047695],"study_design_scores_gemma":[0.00006876466,0.00005586652,0.9665519,0.0001642804,0.00007254757,0.00029957385,0.00025836186,0.00022168223,0.0003348782,0.00022444599,0.03172408,0.000023664286],"about_ca_topic_score_codex":0.049747564,"about_ca_topic_score_gemma":0.048605587,"teacher_disagreement_score":0.049747564,"about_ca_system_score_codex":0.0013577976,"about_ca_system_score_gemma":0.001966757,"threshold_uncertainty_score":0.098915994},"labels":[],"label_agreement":null},{"id":"W4416673929","doi":"10.1177/27000710251378408","title":"Unity and Diversity of NEO-PI Personality Profiles of 162 Phenotypes","year":2025,"lang":"en","type":"article","venue":"Personality Science","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychopathology; Personality; Big Five personality traits; Variation (astronomy); Association (psychology); Diversity (politics); Mental health; Phenotype","score_opus":0.05186080112442014,"score_gpt":0.3541303725573632,"score_spread":0.30226957143294303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416673929","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":[0.94105303,0.02162245,0.014697728,0.00073012075,0.00014854196,0.00033988044,0.016623104,0.000111010515,0.004674063],"genre_scores_gemma":[0.98245597,0.002300606,0.005497747,0.00013507903,0.0000417121,0.00033773415,0.008735843,0.00004929753,0.0004459837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99256027,0.003327375,0.0013507244,0.0013149416,0.0012717636,0.00017491537],"domain_scores_gemma":[0.97922677,0.013221943,0.0035625102,0.0022391507,0.0013962537,0.000353406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011085817,0.0004960896,0.0011461595,0.0040217964,0.000553011,0.001774256,0.0004906595,0.00043573815,0.0030040087],"category_scores_gemma":[0.02947136,0.00027537651,0.0020271866,0.004275656,0.0005994587,0.0007495689,0.002063089,0.0006195253,0.00041344907],"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":[0.00092251855,0.000045059565,0.9080869,0.0030476796,0.006467178,0.00046511707,0.0019930943,0.0007401547,0.0027482582,0.0017339356,0.00257153,0.07117854],"study_design_scores_gemma":[0.00007833399,0.0001737753,0.9813037,0.0006859412,0.002151083,0.0013881285,0.00095763325,0.0007643606,0.00057258067,0.0050173835,0.006858823,0.000048229806],"about_ca_topic_score_codex":0.00081826956,"about_ca_topic_score_gemma":0.0013753093,"teacher_disagreement_score":0.011085817,"about_ca_system_score_codex":0.00035856568,"about_ca_system_score_gemma":0.00059506635,"threshold_uncertainty_score":0.058628142},"labels":[],"label_agreement":null},{"id":"W4416720461","doi":"10.1177/27000710251392207","title":"Considering Approaches to Pervasiveness in the Context of Personality Psychology","year":2025,"lang":"en","type":"article","venue":"Personality Science","topic":"Personality Traits and Psychology","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":"Université de Moncton","funders":"","keywords":"Personality; Bivariate analysis; Multivariate statistics; Context (archaeology); Set (abstract data type); Association (psychology); Multivariate analysis; Big Five personality traits","score_opus":0.27856135647862607,"score_gpt":0.4139206735332608,"score_spread":0.13535931705463472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416720461","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":[0.01437213,0.014590734,0.9527966,0.0070565767,0.00044616763,0.00028912709,0.00022918473,0.00021045098,0.010008951],"genre_scores_gemma":[0.42730296,0.0063410895,0.5569556,0.0038149706,0.0018872682,0.0018710399,0.00024323938,0.00019980982,0.0013840521],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.86328924,0.10195073,0.0049872557,0.018304856,0.010314384,0.0011536336],"domain_scores_gemma":[0.5757894,0.37157002,0.017513528,0.026648303,0.0067541753,0.001724568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.092799336,0.0027922767,0.0037894913,0.013369449,0.002754933,0.011128151,0.006372782,0.0036768715,0.0041143834],"category_scores_gemma":[0.20233585,0.0019500701,0.0037146255,0.012859855,0.03188947,0.013753777,0.0134940045,0.012059033,0.00049719214],"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":[0.000121561825,0.00011558907,0.019748595,0.0017956656,0.001166717,0.00041116076,0.011819457,0.0050334763,0.000720136,0.85751194,0.0011671227,0.10038855],"study_design_scores_gemma":[0.00002500203,0.0001087583,0.007590555,0.00039392483,0.00011937997,0.00034158133,0.0014111222,0.009677778,0.00032710473,0.9718974,0.008028977,0.00007841803],"about_ca_topic_score_codex":0.0039670495,"about_ca_topic_score_gemma":0.0032818709,"teacher_disagreement_score":0.092799336,"about_ca_system_score_codex":0.0048724134,"about_ca_system_score_gemma":0.0029744187,"threshold_uncertainty_score":0.49077564},"labels":[],"label_agreement":null}]}