{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"dfbfc562ed7b","filters":{"venue":"Evolutionary psychology"}},"results":[{"id":"W823515394","doi":"10.1007/978-3-319-12697-5_30","title":"Social Competition and Bullying: An Adaptive Socioecological Perspective","year":2015,"lang":"en","type":"book-chapter","venue":"Evolutionary psychology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Brock University","funders":"","keywords":"Competition (biology); Perspective (graphical); Psychology; Social ecology; Globe; Social psychology; Social ecological model; Ecology; Political science","authors":[{"name":"Anthony A. Volk","is_ca":true},{"name":"Victoria Della Cioppa","is_ca":true},{"name":"Megan Earle","is_ca":true},{"name":"Ann H. Farrell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08095522836226209,"gpt":0.3662000414715075,"spread":0.2852448131092454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003457417,0.0005514654,0.0006466599,0.0003103127,0.0006082588,0.0000221759,0.0002943737,0.001798541,0.01302238],"category_scores_gemma":[0.00002861133,0.0005603734,0.0001479318,0.00006575897,0.001070844,0.0001520605,0.0001211173,0.001032769,0.001061785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004084747,"about_ca_system_score_gemma":0.0001523547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004648231,"about_ca_topic_score_gemma":0.00002839417,"domain_scores_codex":[0.9970362,0.0003521397,0.0004849105,0.001292896,0.0003469155,0.0004869807],"domain_scores_gemma":[0.9980806,0.0001093432,0.0004948286,0.0004015262,0.0006663064,0.0002473642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006157846,0.0002658734,0.0003394704,0.000005509019,0.0001790032,0.00008769412,0.002097165,0.000004020817,0.000007163684,0.8346291,0.1608545,0.0009146958],"study_design_scores_gemma":[0.002659031,0.002363254,0.05047292,0.00007200889,0.0002149752,0.0006925763,0.002094046,0.0000745122,9.894129e-8,0.5375211,0.4027489,0.001086604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008369289,0.006614811,0.001340054,0.003592098,0.002167253,0.0006352912,0.0002001772,0.000334397,0.984279],"genre_scores_gemma":[0.2674305,0.0007881111,0.002758986,0.004478437,0.008277537,0.0002794379,0.002261821,0.0004077808,0.7133174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.297108,"threshold_uncertainty_score":0.999716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W219578077","doi":"10.1007/978-3-319-12697-5_11","title":"Your Sociometer Is Telling You Something: How the Self-Esteem System Functions to Resolve Important Interpersonal Dilemmas","year":2015,"lang":"en","type":"book-chapter","venue":"Evolutionary psychology","topic":"Death Anxiety and Social Exclusion","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; University of Victoria","funders":"","keywords":"Dilemma; Interpersonal communication; Psychology; Social psychology; Value (mathematics); Interpersonal relationship; Quality (philosophy); Self-esteem; Social dilemma; Computer science; Epistemology","authors":[{"name":"Danu Anthony Stinson","is_ca":true},{"name":"Jessica J. Cameron","is_ca":true},{"name":"Eric T. Huang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08962615257483282,"gpt":0.3385948022831315,"spread":0.2489686497082987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001489588,0.0008487005,0.0009380543,0.0006222725,0.0009937657,0.00007695636,0.001019665,0.002020162,0.003814016],"category_scores_gemma":[0.00006765484,0.0007166481,0.0007517082,0.0003047014,0.0004318386,0.0001514231,0.000370398,0.00209811,0.007246872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008405629,"about_ca_system_score_gemma":0.0003460871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005987731,"about_ca_topic_score_gemma":0.00002012125,"domain_scores_codex":[0.9951774,0.0003528431,0.001003496,0.001582999,0.0008839603,0.0009993012],"domain_scores_gemma":[0.9965375,0.0002719745,0.0006764792,0.001450103,0.0005636304,0.0005003192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004184078,0.0002189472,0.00015218,0.00004900336,0.001044198,0.000195375,0.01209489,0.000003641978,0.00002246905,0.140904,0.8426595,0.002237431],"study_design_scores_gemma":[0.0007455538,0.0006542398,0.0007897194,0.0001484754,0.0003471228,0.0007055653,0.003137187,0.00005046055,2.117033e-7,0.006596719,0.9860798,0.0007449045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005049559,0.0125215,0.004414613,0.03192737,0.02029746,0.00172397,0.001238024,0.0008139487,0.9265581],"genre_scores_gemma":[0.01385977,0.000284436,0.002024411,0.007939874,0.006186441,0.0002964957,0.000522944,0.0003087502,0.9685769],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1434204,"threshold_uncertainty_score":0.9995285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}