{"meta":{"query_hash":"92cb03de11fe","filters":{"venue":"Advances in psychology"},"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/92cb03de11fe","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+psychology"},"results":[{"id":"W1503633434","doi":"10.1016/s0166-4115(04)80015-3","title":"Chapter 13 The use of binocular time-to-contact information","year":2004,"lang":"en","type":"book-chapter","venue":"Advances in psychology","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Psychology","score_opus":0.06546019563399803,"score_gpt":0.3496796229703155,"score_spread":0.2842194273363175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503633434","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012567722,0.00056925986,0.009271509,0.0021296362,0.002124002,0.0012401892,0.000109441826,0.00015174,0.98314744],"genre_scores_gemma":[0.3965126,0.023536894,0.008807624,0.24255566,0.0008345161,0.00026953328,0.00018347253,0.00047127894,0.32682842],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874634,0.000034497447,0.0004599016,0.00032905376,0.00022945993,0.00020074137],"domain_scores_gemma":[0.99908453,0.000094487914,0.00030179418,0.00042224658,0.000047969257,0.000048986374],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012915296,0.0002284702,0.00027856586,0.00029439284,0.000061903826,0.000030030476,0.00036752105,0.00023086395,0.0026643684],"category_scores_gemma":[0.000107255495,0.00017559895,0.00007954862,0.00007982674,0.00015355537,0.0007042759,0.000056700446,0.00034314464,0.002545496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004070456,0.00006564855,0.0000078789235,0.00009970807,0.000010273015,0.000023983026,0.0012071833,0.0010500951,0.023745093,0.47227108,0.00063526275,0.5004767],"study_design_scores_gemma":[0.0004388804,0.00030797493,0.00003811371,0.00016919636,0.000008453282,0.000030240426,0.0000036741014,0.000048268306,0.0011312233,0.072686784,0.9249012,0.0002359925],"about_ca_topic_score_codex":0.0000033411995,"about_ca_topic_score_gemma":0.000006459195,"teacher_disagreement_score":0.9242659,"about_ca_system_score_codex":0.000029902703,"about_ca_system_score_gemma":0.000021969656,"threshold_uncertainty_score":0.9982473},"labels":[],"label_agreement":null},{"id":"W1510360741","doi":"10.1016/s0166-4115(08)10003-6","title":"Short- vs. Long-Term Memory","year":2008,"lang":"en","type":"book-chapter","venue":"Advances in psychology","topic":"Advanced Text Analysis Techniques","field":"Computer Science","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":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Cognitive psychology; Term (time); Long-term memory; Short-term memory; Construct (python library); Cognitive science; Cognition; Working memory; Computer science; Neuroscience","score_opus":0.02490165379644471,"score_gpt":0.3572531390102625,"score_spread":0.3323514852138178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510360741","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003022603,0.028652728,0.36423078,0.0002731734,0.0010001466,0.00032353977,0.0000042532165,0.0005410947,0.60494405],"genre_scores_gemma":[0.02568678,0.41892436,0.26756802,0.008305444,0.0011494518,0.00032090745,0.00013327932,0.00041387833,0.2774979],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668694,0.000048929844,0.0007860325,0.0015340222,0.00038181985,0.0005622321],"domain_scores_gemma":[0.9970855,0.00013361963,0.00032909727,0.0022391963,0.00009788233,0.000114670846],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017999281,0.0005891697,0.0009158629,0.00077999174,0.00007960448,0.00002512695,0.0025615408,0.0005954219,0.00011740244],"category_scores_gemma":[0.000020972513,0.000616535,0.00026366668,0.00020554516,0.00045589524,0.0009189125,0.00044214167,0.0009395353,0.00024088842],"study_design_candidate":"design_other","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":[0.000023233131,0.000063369764,0.0007609242,0.000024817058,0.000043808235,0.0011840785,0.00008146404,0.000024151112,0.000021540849,0.048285898,0.0026013996,0.9468853],"study_design_scores_gemma":[0.0006193146,0.00039734758,0.0031259183,0.00032472875,0.0000412182,0.000835693,0.0000011222642,0.00007652615,0.0002419537,0.28475836,0.70775574,0.0018220531],"about_ca_topic_score_codex":9.111534e-7,"about_ca_topic_score_gemma":0.000080390855,"teacher_disagreement_score":0.9450633,"about_ca_system_score_codex":0.00012367805,"about_ca_system_score_gemma":0.000039795006,"threshold_uncertainty_score":0.9996286},"labels":[],"label_agreement":null},{"id":"W1534617806","doi":"10.1016/s0166-4115(04)80004-9","title":"Chapter 2 The biological bases of time-to-collision computation","year":2004,"lang":"en","type":"book-chapter","venue":"Advances in psychology","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Looming; Neuroscience; Observer (physics); Collision; Artificial intelligence; Communication; Psychology; Computer science; Cognitive science; Computer vision; Cognitive psychology; Physics; Computer security","score_opus":0.053530801073133745,"score_gpt":0.3764058667036628,"score_spread":0.32287506563052903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534617806","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026950162,0.0016575314,0.0002559563,0.0022327884,0.001270649,0.0013644097,0.000103822844,0.000085078456,0.9660796],"genre_scores_gemma":[0.9186055,0.016896987,0.00055374025,0.022192448,0.00042078385,0.00013973084,0.00007489737,0.00013011735,0.040985808],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981316,0.00019855348,0.0004357925,0.0007843174,0.00013160815,0.0003181425],"domain_scores_gemma":[0.99829566,0.0009884953,0.00021586315,0.00040629023,0.000046253153,0.00004742211],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022216924,0.00026157065,0.0004504742,0.00026052608,0.00009428482,0.0000041606054,0.0006104439,0.0003818274,0.0012657711],"category_scores_gemma":[0.0002244556,0.00017356526,0.000102306716,0.000103339575,0.001342792,0.00008422554,0.00017143907,0.0006810986,0.0011421621],"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":[0.002473182,0.0003875397,0.00018433135,0.00005917907,0.000027009657,0.0002453886,0.00018375223,0.0032213212,0.58711827,0.32424167,0.0014470153,0.08041137],"study_design_scores_gemma":[0.00167664,0.004716405,0.0012758914,0.0002978321,0.000016387216,0.00021270229,0.000004224784,0.00003371981,0.039210077,0.69800615,0.25378644,0.0007635432],"about_ca_topic_score_codex":0.0000013518929,"about_ca_topic_score_gemma":0.000002838078,"teacher_disagreement_score":0.92509377,"about_ca_system_score_codex":0.000020899508,"about_ca_system_score_gemma":0.000026341435,"threshold_uncertainty_score":0.9996472},"labels":[],"label_agreement":null},{"id":"W1559713498","doi":"10.1016/s0166-4115(01)80025-x","title":"An Object Substitution Theory of Visual Masking","year":2001,"lang":"en","type":"book-chapter","venue":"Advances in psychology","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":2,"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":"Masking (illustration); Visual masking; Inattentional blindness; Backward masking; Psychology; Attentional blink; Blindness; Rapid serial visual presentation; Change blindness; Object (grammar); Cognitive psychology; Communication; Visual perception; Computer science; Neuroscience; Artificial intelligence; Perception; Art; Visual arts; Optometry","score_opus":0.059713474460579,"score_gpt":0.4131249117790138,"score_spread":0.3534114373184348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559713498","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024079317,0.0015171171,0.038158163,0.000030576586,0.0019485957,0.00021745068,0.0000139474605,0.00010831914,0.9555979],"genre_scores_gemma":[0.95917,0.011679763,0.00057260715,0.002602087,0.00029515204,0.000015964557,0.000023720926,0.00007919338,0.025561515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99834293,0.00014051008,0.0004076893,0.00066225714,0.0002034396,0.00024318852],"domain_scores_gemma":[0.99918264,0.00011877832,0.0002968672,0.00031887976,0.000030681094,0.00005216379],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032213767,0.0002448707,0.00034306088,0.00033490834,0.00006595369,0.000012066437,0.00033834326,0.000355246,0.0013271555],"category_scores_gemma":[0.00007458036,0.0002436383,0.00006844408,0.00010002709,0.00040565807,0.00032666748,0.000025834837,0.0004108662,0.00011931971],"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":[0.0002572996,0.00012581817,0.000019208193,0.00004527916,0.0000022134507,0.000060272367,0.00018132063,0.000060299644,0.04923696,0.6679231,0.000010694473,0.28207755],"study_design_scores_gemma":[0.0005876523,0.00076730706,0.000058859292,0.00023046664,0.00001406415,0.00014327605,0.00002762124,0.00008041708,0.006492292,0.8578253,0.133361,0.00041175468],"about_ca_topic_score_codex":6.259878e-7,"about_ca_topic_score_gemma":0.000012325321,"teacher_disagreement_score":0.9567621,"about_ca_system_score_codex":0.0000304339,"about_ca_system_score_gemma":0.00003120838,"threshold_uncertainty_score":0.99958575},"labels":[],"label_agreement":null},{"id":"W1575268874","doi":"10.1016/s0166-4115(04)80011-6","title":"Chapter 9 A step by step approach to research on time-to-contact and time-to-passage","year":2004,"lang":"en","type":"book-chapter","venue":"Advances in psychology","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Psychology; Psychoanalysis","score_opus":0.08317329270842877,"score_gpt":0.41051656144317467,"score_spread":0.3273432687347459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575268874","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002037825,0.00034249705,0.0032789386,0.0016177328,0.0003527622,0.0013376536,0.0001225698,0.00011296119,0.9926311],"genre_scores_gemma":[0.016180323,0.0010709468,0.0080690505,0.053486217,0.00040005622,0.0003730606,0.000051555257,0.00036738912,0.9200014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958734,0.00017700095,0.00048434027,0.0020048975,0.0006806568,0.0007797201],"domain_scores_gemma":[0.9983925,0.00024009969,0.00011944493,0.0007332733,0.00007521568,0.00043943065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00074449106,0.00052072905,0.00062077324,0.0009816609,0.00019803288,0.000088969486,0.0007694096,0.00048788433,0.0044670575],"category_scores_gemma":[0.00014712875,0.00050705066,0.00006908533,0.00027343258,0.00021476754,0.00018496822,0.00023372256,0.0011174269,0.019177014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029150657,0.00078287255,0.000003177461,0.00020370125,0.000023212331,0.00017927703,0.0011348651,0.00014022092,0.13111891,0.25099987,0.05801379,0.5544851],"study_design_scores_gemma":[0.00091848575,0.002716534,0.000011393781,0.0003212445,0.000006440575,0.000047602778,0.000015004389,0.00005100808,0.0006716979,0.01945646,0.97512245,0.0006617037],"about_ca_topic_score_codex":0.000004127086,"about_ca_topic_score_gemma":0.00000523465,"teacher_disagreement_score":0.91710865,"about_ca_system_score_codex":0.00013763383,"about_ca_system_score_gemma":0.00003737635,"threshold_uncertainty_score":0.9997381},"labels":[],"label_agreement":null},{"id":"W92864731","doi":"10.1016/s0166-4115(01)80029-7","title":"Amodal Completion: A Case Study In Grouping","year":2001,"lang":"en","type":"book-chapter","venue":"Advances in psychology","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":19,"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 Toronto; McMaster University","funders":"","keywords":"Amodal perception; Psychology; Psychoanalysis; Neuroscience; Cognition","score_opus":0.13339553982558827,"score_gpt":0.44204383152056387,"score_spread":0.3086482916949756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W92864731","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036845632,0.0010846312,0.0023148828,0.00024013454,0.0026162344,0.00086324237,0.00001298725,0.00014765507,0.9558746],"genre_scores_gemma":[0.96859956,0.0025214567,0.00035304812,0.004339951,0.00027134607,0.00007516583,0.0000068032173,0.00008378012,0.02374889],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979066,0.0001354489,0.00050831505,0.0009252103,0.00020447029,0.00031991242],"domain_scores_gemma":[0.99925834,0.00011806766,0.00018712095,0.00035942375,0.000019505447,0.000057513167],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025075887,0.0002984275,0.00043962916,0.00045938225,0.00009052423,0.00002410495,0.00029012255,0.00025231089,0.0010699179],"category_scores_gemma":[0.000046112942,0.00031617464,0.000051572293,0.0001630213,0.00017950815,0.00021947856,0.00006739171,0.0007264471,0.00022585079],"study_design_candidate":"design_other","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":[0.00056788424,0.0018858217,0.0026690343,0.00015863188,0.000010503887,0.14461567,0.004752995,0.00017903165,0.0025246027,0.11529891,0.00020761722,0.7271293],"study_design_scores_gemma":[0.007978417,0.0025295524,0.0008981869,0.0006731658,0.00003311554,0.050738234,0.001238647,0.000419513,0.00004154389,0.46523234,0.4680248,0.00219249],"about_ca_topic_score_codex":0.000020214988,"about_ca_topic_score_gemma":0.0007490505,"teacher_disagreement_score":0.9321257,"about_ca_system_score_codex":0.00006449448,"about_ca_system_score_gemma":0.000017068927,"threshold_uncertainty_score":0.999929},"labels":[],"label_agreement":null}]}