{"meta":{"query_hash":"4ee8c2529616","filters":{"venue":"Health Psychology Update"},"cohort_total":16,"direct_labels_cover":1,"predictions_cover":16,"exported":16,"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/4ee8c2529616","api":"https://metacan.xera.ac/api/v1/cohort?venue=Health+Psychology+Update"},"results":[{"id":"W137407656","doi":"10.53841/bpshpu.2003.12.3.12","title":"Beyond the sidelines: Towards a more politically engaged health psychology","year":2003,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Community Health and Development","field":"Health Professions","cited_by":13,"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; Sociology; Public relations; Applied psychology; Political science","score_opus":0.16208136946125926,"score_gpt":0.5499085052877737,"score_spread":0.3878271358265144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W137407656","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016348638,0.0014133934,0.0027434658,0.9374246,0.004863874,0.0030074245,0.000093043214,0.0003851975,0.03372035],"genre_scores_gemma":[0.08144303,0.0036150988,0.0069531347,0.90583616,0.00042780332,0.0006714331,0.00016503871,0.00009408312,0.0007942446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97061765,0.021477016,0.0028475402,0.000979651,0.00050022383,0.0035779108],"domain_scores_gemma":[0.99318564,0.0013964829,0.0009522673,0.0024192797,0.00039066985,0.0016556628],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014710597,0.0005678309,0.0011809744,0.0003783293,0.007264378,0.000015517258,0.0009612752,0.00062264333,0.0021701977],"category_scores_gemma":[0.0018387709,0.00042969853,0.00016255799,0.00088380044,0.00041733508,0.00010548227,0.0002118094,0.007398228,0.0024168412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002540429,0.000402682,0.009006737,0.00049615506,0.00004627932,0.000014719073,0.012879479,0.0000013144048,0.000004005484,0.01753713,0.9505877,0.008769777],"study_design_scores_gemma":[0.0028738535,0.000431738,0.073934734,0.00010922067,0.000008115475,0.000092733404,0.0023341044,0.000008788784,6.071399e-7,0.009107718,0.9107816,0.00031678114],"about_ca_topic_score_codex":0.0004088951,"about_ca_topic_score_gemma":0.0020750554,"teacher_disagreement_score":0.06509439,"about_ca_system_score_codex":0.00058513775,"about_ca_system_score_gemma":0.007346596,"threshold_uncertainty_score":0.99981546},"labels":[],"label_agreement":null},{"id":"W2217710316","doi":"10.53841/bpshpu.2004.13.4.37","title":"Mental Health from a Gender Perspective","year":2004,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Employment and Welfare Studies","field":"Health Professions","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":"Victoria Park","funders":"","keywords":"Perspective (graphical); Mental health; Psychology; Sociology; Computer science; Psychiatry; Artificial intelligence","score_opus":0.1186260710025129,"score_gpt":0.5272816061831186,"score_spread":0.4086555351806057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217710316","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054166675,0.0032732396,0.000810707,0.91879,0.0032736138,0.0014215105,0.00031947458,0.00034613605,0.01759867],"genre_scores_gemma":[0.2656016,0.0050761676,0.0016189535,0.7256845,0.00081241265,0.000218072,0.00027131283,0.00006635801,0.00065061025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961727,0.0007946882,0.00080727116,0.00071334396,0.00023229267,0.0012796519],"domain_scores_gemma":[0.99847937,0.000061269515,0.0004506499,0.0005048569,0.000112875954,0.00039100362],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00076716545,0.00027719772,0.0005969741,0.00014429829,0.0021489495,0.0000047417116,0.00022719687,0.00019156076,0.0011178089],"category_scores_gemma":[0.000030036197,0.00024910245,0.000089974346,0.00023592699,0.00015776075,0.00010034089,0.00013686414,0.00087734644,0.0026079642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000272062,0.0003646179,0.04348679,0.00009092846,0.00020472758,0.000009739035,0.07062769,0.0000014641815,0.00001535784,0.026360018,0.857461,0.0011056369],"study_design_scores_gemma":[0.005045114,0.0003938868,0.25128257,0.00014512883,0.000008036029,0.0000048258075,0.0052321358,7.1523925e-7,0.0000011950018,0.02961293,0.7080065,0.0002669417],"about_ca_topic_score_codex":0.0027639128,"about_ca_topic_score_gemma":0.002436043,"teacher_disagreement_score":0.21143493,"about_ca_system_score_codex":0.0010449487,"about_ca_system_score_gemma":0.00077971024,"threshold_uncertainty_score":0.9999961},"labels":[],"label_agreement":null},{"id":"W2523979935","doi":"10.53841/bpshpu.2001.10.3.54","title":"Issues in health psychology: The UK debate","year":2001,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Child and Adolescent Health","field":"Health Professions","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":"St. Thomas Hospital","funders":"","keywords":"Psychology; Applied psychology","score_opus":0.0953422051818338,"score_gpt":0.5304313044370077,"score_spread":0.4350890992551739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523979935","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.092654034,0.0036322593,0.00032403306,0.890787,0.0035264867,0.0021709327,0.00003809352,0.00026684385,0.006600302],"genre_scores_gemma":[0.23788397,0.035916604,0.0003609539,0.7230419,0.00097125315,0.000058337046,0.00007927684,0.000064039654,0.0016236895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889301,0.004537013,0.0023165594,0.0010755772,0.00032401693,0.0028167358],"domain_scores_gemma":[0.99643767,0.00025350775,0.0009888014,0.0015411277,0.00009194704,0.0006869251],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0058797128,0.00044426273,0.0010108377,0.00039294662,0.0018800093,0.000012062471,0.0007744226,0.0004606303,0.0019329195],"category_scores_gemma":[0.000114744624,0.0003286658,0.000117737116,0.0010395055,0.0002899404,0.0001100998,0.0001482354,0.0030744816,0.0034773378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003345568,0.00033452423,0.22591348,0.0002750848,0.000016789381,0.00003685458,0.004262035,0.0000032055102,0.0000053418576,0.0015273014,0.7581405,0.009150344],"study_design_scores_gemma":[0.0020933934,0.00020992842,0.34976032,0.0003758201,0.0000020748869,0.00005420323,0.00019379106,0.000013491208,1.4967956e-7,0.0012253581,0.6458991,0.00017233325],"about_ca_topic_score_codex":0.0008143896,"about_ca_topic_score_gemma":0.007305891,"teacher_disagreement_score":0.16774514,"about_ca_system_score_codex":0.0003561351,"about_ca_system_score_gemma":0.0009750412,"threshold_uncertainty_score":0.99991655},"labels":[],"label_agreement":null},{"id":"W3126302513","doi":"10.53841/bpshpu.2021.30.1.3","title":"A systematic review of evidence about the role of alexithymia in chronic back pain","year":2021,"lang":"en","type":"review","venue":"Health Psychology Update","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":4,"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":"Alexithymia; Psychological intervention; Chronic pain; Psychology; Clinical psychology; Distress; Emotional distress; Toronto Alexithymia Scale; Psychological distress; Psychiatry; Medicine; Anxiety","score_opus":0.11232750252019408,"score_gpt":0.4603872613455562,"score_spread":0.3480597588253621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126302513","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015980711,0.9882587,0.000020065125,0.005213049,0.0001636717,0.0054390286,0.00003469437,0.000010356069,0.0008587941],"genre_scores_gemma":[0.0000027353806,0.9828015,0.00014239833,0.01603624,0.000035259516,0.0006653562,0.00012157473,0.00004815612,0.00014675512],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9924667,0.0032103374,0.0030217813,0.0005276846,0.00031498642,0.00045853446],"domain_scores_gemma":[0.9950574,0.00054451067,0.0023577232,0.0018170325,0.000093931965,0.00012938083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003909816,0.00043246473,0.00613795,0.00019210446,0.000030995463,0.00000376266,0.00045038608,0.00025668496,0.0004456071],"category_scores_gemma":[0.0005012154,0.00022576173,0.0006431858,0.00082545157,0.00016223676,0.000032008058,0.000054920194,0.00047167603,0.0001791962],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070924825,0.00022498364,0.000029178282,0.9358229,0.00043343514,0.000012196086,0.00007043882,1.4561638e-8,5.2467378e-8,0.00006358537,0.0036129474,0.05972317],"study_design_scores_gemma":[0.0003257954,0.00025297067,0.000021748818,0.6797648,0.000524032,0.000111088164,0.000010068312,0.0000019951067,4.1994078e-8,0.000038308353,0.31886026,0.00008890481],"about_ca_topic_score_codex":0.000024565263,"about_ca_topic_score_gemma":0.000024833716,"teacher_disagreement_score":0.3152473,"about_ca_system_score_codex":0.000252336,"about_ca_system_score_gemma":0.0014616556,"threshold_uncertainty_score":0.9206296},"labels":[],"label_agreement":null},{"id":"W4315818864","doi":"10.53841/bpshpu.2019.28.1.41","title":"Developing an early career network for applied health research in scotland","year":2019,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Psychology; Sociology","score_opus":0.5585945886698058,"score_gpt":0.6073965420706815,"score_spread":0.048801953400875675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315818864","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38378844,0.0007376906,0.0016384762,0.6059933,0.00059860654,0.005083757,0.000019427262,0.0000753566,0.0020649955],"genre_scores_gemma":[0.38398817,0.0019688292,0.011389305,0.6008736,0.0007819943,0.0003547954,0.0002720085,0.00007233437,0.00029896098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928613,0.0007478306,0.0008132359,0.0007496555,0.00074535824,0.0040826616],"domain_scores_gemma":[0.993102,0.00034753748,0.00013119033,0.0006917902,0.00021131846,0.0055161305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015828473,0.00018639008,0.00077189616,0.00048606336,0.00025627823,0.00001870342,0.00024237284,0.00028432783,0.00009693518],"category_scores_gemma":[0.0009687265,0.00016201849,0.00004105328,0.0009189206,0.00015518084,0.00008037152,0.00005489936,0.001444926,0.00042867844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064802556,0.00058078923,0.14136156,0.0047383853,0.000051295858,0.00006394725,0.0017469026,0.000010704763,0.0000668537,0.0077242954,0.63037694,0.20679808],"study_design_scores_gemma":[0.007247729,0.0042774286,0.23648433,0.00068199256,0.0000017691397,0.000031138083,0.000074787895,0.000070051945,0.0000047306103,0.0015593331,0.74940044,0.00016628644],"about_ca_topic_score_codex":0.0002951794,"about_ca_topic_score_gemma":0.0005295781,"teacher_disagreement_score":0.2066318,"about_ca_system_score_codex":0.0007157757,"about_ca_system_score_gemma":0.012647496,"threshold_uncertainty_score":0.9929499},"labels":[],"label_agreement":null},{"id":"W4315819011","doi":"10.53841/bpshpu.2004.13.1.59","title":"Review of the American Psychological Association Convention – Division 38 Health Psychology – Toronto 2003","year":2004,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Society of Occupational Therapists","funders":"","keywords":"Association (psychology); Convention; Division (mathematics); Psychology; Sociology; Social science; Psychotherapist","score_opus":0.05375940596616758,"score_gpt":0.4827477394033246,"score_spread":0.42898833343715703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315819011","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058508042,0.12266904,0.003555112,0.79056674,0.012227839,0.0024669704,0.000121999044,0.00026750538,0.009616776],"genre_scores_gemma":[0.0784066,0.2855263,0.0010119593,0.6342083,0.00020662614,0.00010793139,0.00010362671,0.000056942998,0.0003716594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99241155,0.0029519561,0.001815407,0.0011515564,0.000546926,0.0011225764],"domain_scores_gemma":[0.9943308,0.00012386803,0.00307373,0.0017574076,0.00039844099,0.00031573168],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050640944,0.00039592464,0.0011734444,0.00010587382,0.00040333986,0.00001787308,0.0007723937,0.00031406054,0.0022738164],"category_scores_gemma":[0.00035575923,0.00030634916,0.0003049826,0.0010940172,0.00027009074,0.00020087755,0.000092450544,0.00086785934,0.00068026345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044665305,0.0021938889,0.00803497,0.0007696875,0.00015892806,0.0000074850536,0.0010168131,0.0000034149339,0.000058267728,0.001462708,0.8472942,0.138553],"study_design_scores_gemma":[0.002201341,0.0018794002,0.18342656,0.0013369715,0.0000283527,0.0000942188,0.000052120828,0.0000018538107,0.0000014531287,0.00044675605,0.81027275,0.00025820796],"about_ca_topic_score_codex":0.0012214187,"about_ca_topic_score_gemma":0.0008930062,"teacher_disagreement_score":0.17539158,"about_ca_system_score_codex":0.0005004233,"about_ca_system_score_gemma":0.00023032399,"threshold_uncertainty_score":0.99993885},"labels":[],"label_agreement":null},{"id":"W4315819314","doi":"10.53841/bpshpu.2002.11.4.10","title":"The National Service Frameworkn(NSF) for Diabetes: Inputs from and opportunities for health psychology","year":2002,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Service (business); Applied psychology; Psychology; Business; Marketing","score_opus":0.7699764867212011,"score_gpt":0.6897848255218523,"score_spread":0.08019166119934884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315819314","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009600986,0.00010359317,0.006450367,0.97597384,0.001995229,0.0029981693,0.0019587218,0.00014265491,0.0007764444],"genre_scores_gemma":[0.0103952,0.0028638702,0.005521362,0.97648835,0.0008881676,0.0030847439,0.00018289177,0.000058869886,0.0005165174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99268544,0.0020046935,0.0019245385,0.0008648187,0.00039288626,0.0021276437],"domain_scores_gemma":[0.99316007,0.0036024984,0.0012136649,0.00058185484,0.0006283919,0.0008135251],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006200715,0.00030916565,0.00063033844,0.00023778845,0.0039501158,0.00003199503,0.00056489365,0.00038975425,0.00045634186],"category_scores_gemma":[0.0009163173,0.0002603807,0.00006684804,0.0003672775,0.00033203175,0.00021745596,0.000101180674,0.0008225316,0.00024197086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081066806,0.000045168304,0.0013174522,0.0002945768,0.000027256736,1.9825593e-7,0.0041919863,5.143526e-7,0.000006028419,0.00035109764,0.9908898,0.0027948474],"study_design_scores_gemma":[0.0026486567,0.00042089957,0.008879538,0.0000981305,0.0000055602763,0.0000031060608,0.000057006524,0.0005401645,6.206113e-7,0.002226897,0.9849285,0.00019093965],"about_ca_topic_score_codex":0.000008736406,"about_ca_topic_score_gemma":0.00082216214,"teacher_disagreement_score":0.007562085,"about_ca_system_score_codex":0.00026499503,"about_ca_system_score_gemma":0.0009682773,"threshold_uncertainty_score":0.99998486},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4315819346","doi":"10.53841/bpshpu.2001.10.2.49","title":"Measures in psychology: Difficulties and solutions","year":2001,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Psychology","score_opus":0.113205158425893,"score_gpt":0.4365039265153798,"score_spread":0.32329876808948677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315819346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56609184,0.0056293667,0.0010930041,0.3827365,0.0058178226,0.00060273753,0.000011474629,0.00025976886,0.037757445],"genre_scores_gemma":[0.808026,0.008130732,0.0016263947,0.17960799,0.0003132747,0.00032540548,0.00009251118,0.00005464804,0.0018230414],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99631494,0.0005867302,0.000762648,0.00095293374,0.00014168343,0.0012410487],"domain_scores_gemma":[0.99871427,0.000064910106,0.00023247693,0.0006606996,0.000050628154,0.00027703232],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013379643,0.00031106497,0.000468085,0.0006455204,0.0003284317,0.000019143485,0.00031526756,0.00040714332,0.0011780876],"category_scores_gemma":[0.00003756682,0.0003165789,0.00005410892,0.0005978866,0.00046435953,0.00013784564,0.000048396472,0.00061302655,0.0013122768],"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":[0.0004086795,0.0009596356,0.25056434,0.000013710753,0.00008471138,0.00005601831,0.005174017,6.7469136e-7,0.00007784877,0.0020432842,0.63766104,0.10295603],"study_design_scores_gemma":[0.0015046793,0.00011835064,0.61199874,0.000016312635,0.0000049787036,0.00034621553,0.00015951275,0.0000011442871,3.5531627e-7,0.0016177057,0.3840434,0.00018864726],"about_ca_topic_score_codex":0.00005484031,"about_ca_topic_score_gemma":0.00044914827,"teacher_disagreement_score":0.36143437,"about_ca_system_score_codex":0.00006145474,"about_ca_system_score_gemma":0.000078772486,"threshold_uncertainty_score":0.99992865},"labels":[],"label_agreement":null},{"id":"W4315819518","doi":"10.53841/bpshpu.2000.1.40.16","title":"CREATE – A postgraduate student initiative to promote further training and support for early career health psychologists","year":2000,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Training (meteorology); Medical education; Psychology; Applied psychology; Pedagogy; Medicine","score_opus":0.17738194582074485,"score_gpt":0.525782751035923,"score_spread":0.34840080521517813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315819518","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5265743,0.0004551927,0.0018559233,0.4373575,0.0020183867,0.008825299,0.00044986833,0.0004961115,0.021967422],"genre_scores_gemma":[0.33702442,0.0028507381,0.0068774694,0.6473769,0.0007322726,0.0017193564,0.0001929094,0.00019899347,0.003026927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98884153,0.0028767993,0.0023579136,0.0019589171,0.00038991228,0.003574936],"domain_scores_gemma":[0.9955332,0.00038390717,0.0007865736,0.0011184312,0.00027991927,0.001897965],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0066379863,0.00069453596,0.0015636008,0.00048444694,0.0019920147,0.00003287177,0.000579788,0.00071022473,0.0016763415],"category_scores_gemma":[0.00009946433,0.00065727,0.00015791458,0.0005965204,0.00030192186,0.0002599499,0.00009191484,0.0018347704,0.002083083],"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":[0.0022268698,0.0007657006,0.019655814,0.0008318269,0.00025577174,0.000080754035,0.20811878,0.000003145221,0.000025142288,0.000647875,0.14900385,0.6183845],"study_design_scores_gemma":[0.00537783,0.004889937,0.34707093,0.00034424436,0.000021920407,0.00008017512,0.0012334073,0.0000062587183,8.9135284e-7,0.0018115784,0.6386288,0.00053404225],"about_ca_topic_score_codex":0.00021210517,"about_ca_topic_score_gemma":0.00047868746,"teacher_disagreement_score":0.6178504,"about_ca_system_score_codex":0.00033582374,"about_ca_system_score_gemma":0.0011700055,"threshold_uncertainty_score":0.99958783},"labels":[],"label_agreement":null},{"id":"W4315842215","doi":"10.53841/bpshpu.2020.29.1.11","title":"Can mindfulness help address the global obesity epidemic in children and adolescents?","year":2020,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Mindfulness and Compassion Interventions","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":"Humber Polytechnic","funders":"","keywords":"Mindfulness; Obesity; Psychology; Developmental psychology; Medicine; Clinical psychology","score_opus":0.03900255283868972,"score_gpt":0.37798298822630044,"score_spread":0.33898043538761075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315842215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6452955,0.0006623693,0.004101009,0.3471294,0.00094551814,0.0006657457,0.00030211246,0.000073417075,0.00082491897],"genre_scores_gemma":[0.8700992,0.000008722511,0.000014028541,0.12914257,0.00014670576,0.0005006893,0.000033625794,0.000016415346,0.000038070462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967782,0.0010278248,0.0006672573,0.00072370813,0.00013277882,0.00067023234],"domain_scores_gemma":[0.9987639,0.000029776958,0.00026892425,0.00053515664,0.000030452207,0.0003717653],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057344296,0.00023793237,0.00043901394,0.000064683736,0.0002466034,0.000021534537,0.0005157097,0.00019275524,0.0024753031],"category_scores_gemma":[0.000030900726,0.0001888742,0.00009524479,0.00043116187,0.00021594328,0.000042739623,0.00014112718,0.0006100664,0.0003599792],"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":[0.00025791145,0.00039507626,0.676389,0.00003525739,0.00006816714,0.00001972947,0.00044746886,0.0000023201892,2.589596e-7,0.019234227,0.27299708,0.03015353],"study_design_scores_gemma":[0.0017689754,0.00015283273,0.9676706,0.00008252343,0.000014884964,0.0001384409,0.00011097157,0.000018549632,0.000005281419,0.0038816624,0.025970649,0.00018462082],"about_ca_topic_score_codex":0.00043185338,"about_ca_topic_score_gemma":0.0006977179,"teacher_disagreement_score":0.29128164,"about_ca_system_score_codex":0.000050043425,"about_ca_system_score_gemma":0.00005683436,"threshold_uncertainty_score":0.99843657},"labels":[],"label_agreement":null},{"id":"W4315842326","doi":"10.53841/bpshpu.2022.31.1.40","title":"Professional responsibilities relating to addressing discrimination and difference in health psychology therapeutic practice","year":2022,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","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":"St. Thomas Hospital","funders":"","keywords":"Context (archaeology); Inclusion (mineral); Psychology; Public relations; Prejudice (legal term); Social psychology; Political science","score_opus":0.20946303375491773,"score_gpt":0.5732780739646913,"score_spread":0.3638150402097736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315842326","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19898532,0.0007608047,0.0001924293,0.79354244,0.0010093163,0.0007032748,0.0000118602475,0.000046378533,0.004748144],"genre_scores_gemma":[0.74431175,0.0011006074,0.00068149826,0.25046584,0.0001150418,0.00019579341,0.00001573102,0.000015508193,0.0030982334],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99010813,0.0074926545,0.0005415217,0.00053725956,0.00053820247,0.0007822127],"domain_scores_gemma":[0.9986677,0.00050114765,0.0002663679,0.00024436496,0.00007484656,0.0002455773],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010122356,0.00010811046,0.0002598997,0.00035488876,0.0023431287,0.000043004133,0.00028291869,0.0000898032,0.00025001768],"category_scores_gemma":[0.000928608,0.00011182086,0.000023110182,0.0006985322,0.00031416683,0.00023724398,0.00018161786,0.0009228811,0.000024870242],"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":[0.003525703,0.0016702298,0.059245,0.0004184845,0.000040752755,0.00006320716,0.4600168,0.000040924337,0.00036562898,0.07543698,0.059197526,0.33997878],"study_design_scores_gemma":[0.00077766867,0.00064353866,0.44183826,0.00010904926,0.000002627775,0.000028814535,0.01453687,0.000042357562,3.8055776e-7,0.013384216,0.528444,0.00019221718],"about_ca_topic_score_codex":0.0020696719,"about_ca_topic_score_gemma":0.007051226,"teacher_disagreement_score":0.5453264,"about_ca_system_score_codex":0.00034728713,"about_ca_system_score_gemma":0.0008807872,"threshold_uncertainty_score":0.99895567},"labels":[],"label_agreement":null},{"id":"W4315842830","doi":"10.53841/bpshpu.2009.18.1.56","title":"Book Reviews","year":2009,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Materials science","score_opus":0.07027004994976918,"score_gpt":0.47078131730447215,"score_spread":0.400511267354703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315842830","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010250135,0.1108378,0.000637387,0.8317186,0.0011563328,0.0014883591,0.00004415784,0.0007930739,0.052299246],"genre_scores_gemma":[0.0016953619,0.02247026,0.002071421,0.9715739,0.00022572551,0.00003389679,0.0000616645,0.000047554862,0.0018202212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691033,0.0006893162,0.0007716751,0.0005890854,0.00014025839,0.0008993217],"domain_scores_gemma":[0.99815995,0.00001142128,0.00039450885,0.001029868,0.00003468506,0.00036956798],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016235245,0.00023267505,0.0005679406,0.00018265002,0.00016979333,0.0000109235925,0.00033793593,0.00013115941,0.0028247745],"category_scores_gemma":[0.000045710254,0.00021347156,0.00009469135,0.00039874634,0.000089375346,0.0001546387,0.000016796992,0.00041384893,0.112006985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054343287,0.00012459938,0.00009028426,0.000014250779,0.0000040226964,0.000009732184,0.00007215681,2.4846375e-7,0.00014176774,0.00034691367,0.9815072,0.017634481],"study_design_scores_gemma":[0.0007237922,0.00031448543,0.017008806,0.000038800747,0.000004726132,0.000092612325,5.158273e-7,0.0000035320522,0.0000069166936,0.0005755801,0.9810636,0.00016663986],"about_ca_topic_score_codex":0.0000015985728,"about_ca_topic_score_gemma":0.000007450921,"teacher_disagreement_score":0.13985527,"about_ca_system_score_codex":0.0000933786,"about_ca_system_score_gemma":0.00007555391,"threshold_uncertainty_score":0.99808675},"labels":[],"label_agreement":null},{"id":"W4315842832","doi":"10.53841/bpshpu.2002.11.3.52","title":"Book Reviews","year":2002,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Computer science","score_opus":0.12729960680977315,"score_gpt":0.4444142091199166,"score_spread":0.31711460231014343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315842832","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007131196,0.27280015,0.00034726658,0.6213792,0.0019246456,0.0016312051,0.00007667743,0.0008570137,0.10027073],"genre_scores_gemma":[0.00086729333,0.065739155,0.0014090982,0.9237473,0.00023842168,0.00011183938,0.000032926328,0.00009683026,0.007757126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996727,0.00080785184,0.00078215677,0.0006095082,0.00014789612,0.00092561776],"domain_scores_gemma":[0.9980738,0.000017887925,0.00039777788,0.0010998107,0.00003179079,0.00037893],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012221555,0.00023460563,0.0005504832,0.00018471877,0.00019189825,0.000010781326,0.00034135033,0.000133285,0.027899716],"category_scores_gemma":[0.000052277413,0.00021801791,0.000096388714,0.00041604388,0.0001519376,0.00015472114,0.000036731064,0.00043014466,0.37510183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014728348,0.00013295082,0.00022320548,0.000035744735,0.000007567177,0.000010717405,0.00013582717,1.9316262e-7,0.00003736569,0.00010635287,0.99079067,0.008504668],"study_design_scores_gemma":[0.0007506224,0.00013126158,0.0020642157,0.000035529756,0.0000052048254,0.000117227704,6.5435415e-7,0.000029418496,0.0000028362183,0.0000722464,0.99661726,0.00017353802],"about_ca_topic_score_codex":0.0000026259727,"about_ca_topic_score_gemma":0.000013396977,"teacher_disagreement_score":0.34720212,"about_ca_system_score_codex":0.000092860406,"about_ca_system_score_gemma":0.000018432736,"threshold_uncertainty_score":0.9729889},"labels":[],"label_agreement":null},{"id":"W4320405719","doi":"10.53841/bpshpu.2004.13.3.52","title":"Book Reviews","year":2004,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Computer science","score_opus":0.07253138263258654,"score_gpt":0.4600095772114487,"score_spread":0.3874781945788621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320405719","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003018507,0.12539336,0.0024035927,0.8337375,0.0023415992,0.0021797498,0.00008859796,0.0010187728,0.029818354],"genre_scores_gemma":[0.0015965932,0.023704806,0.0041787107,0.9691312,0.00022460645,0.00011779501,0.000072144794,0.0001010675,0.00087311526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971319,0.00044488168,0.00076491357,0.0006085636,0.00014614039,0.0009036211],"domain_scores_gemma":[0.99817026,0.000009253892,0.0003885644,0.0010157651,0.000035352426,0.00038083695],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014745907,0.00023494626,0.00053883716,0.00017941536,0.00018921532,0.000010049069,0.00033475584,0.00013459788,0.0022074077],"category_scores_gemma":[0.0000466886,0.00021746136,0.00009649906,0.00040926863,0.00016698266,0.00015885051,0.000038997976,0.00042773297,0.18289414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004383361,0.00013367743,0.00011341887,0.000040815656,0.000008147099,0.000014966988,0.00013501439,0.0000036221531,0.00010670351,0.0007473988,0.99657667,0.0020757448],"study_design_scores_gemma":[0.0015776727,0.00016982867,0.004074053,0.000066083594,0.000005227469,0.00013973196,9.972499e-7,4.6613428e-7,0.000016272952,0.0010522564,0.9927249,0.00017252729],"about_ca_topic_score_codex":0.000011350675,"about_ca_topic_score_gemma":0.000049637707,"teacher_disagreement_score":0.18068673,"about_ca_system_score_codex":0.0002133686,"about_ca_system_score_gemma":0.0001749783,"threshold_uncertainty_score":0.99870473},"labels":[],"label_agreement":null},{"id":"W4320405792","doi":"10.53841/bpshpu.2002.11.1.27","title":"CREATE Workshop on Health Behaviour Change: Theory & Practice","year":2002,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"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":"Theory of change; Behaviour change; Engineering ethics; Psychology; Engineering; Sociology; Medicine; Nursing","score_opus":0.2800713988110822,"score_gpt":0.5304683510935948,"score_spread":0.25039695228251263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320405792","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025640398,0.010314187,0.0009464942,0.9011599,0.009235235,0.0024008236,0.0002776815,0.0006952594,0.049330037],"genre_scores_gemma":[0.14204587,0.0068247598,0.0015216739,0.8315503,0.00084562134,0.0010269152,0.00025675798,0.00014706132,0.015781056],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921825,0.003098654,0.001307706,0.0011775369,0.00031306513,0.0019205188],"domain_scores_gemma":[0.9959357,0.00027223385,0.0009177984,0.001667764,0.00012939257,0.0010771381],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027457182,0.00046051745,0.000708057,0.00045395785,0.0007083991,0.00003471116,0.00051264965,0.0004533072,0.018547771],"category_scores_gemma":[0.00011463757,0.00045496345,0.00023410382,0.00061527453,0.00022828739,0.0002676076,0.000063549815,0.0015784227,0.02386032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053746253,0.0027953477,0.0013464115,0.00003369041,0.000042233292,0.000044934382,0.0032601824,1.9785928e-7,3.9901414e-7,0.009478991,0.7285749,0.2538853],"study_design_scores_gemma":[0.0018034793,0.0015559944,0.045170885,0.00018897394,0.000028858209,0.000284854,0.00033825365,0.000001851372,2.3396068e-7,0.00031205185,0.94997466,0.00033990922],"about_ca_topic_score_codex":0.0003351677,"about_ca_topic_score_gemma":0.00040900314,"teacher_disagreement_score":0.25354537,"about_ca_system_score_codex":0.00024373703,"about_ca_system_score_gemma":0.000069857175,"threshold_uncertainty_score":0.9997902},"labels":[],"label_agreement":null},{"id":"W7134042311","doi":"10.53841/bpshpu.2025.34.2.55","title":"Health psychology and citizen-centred AI: Reflections from an interdisciplinary PhD researcher","year":2025,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Reflection (computer programming); Health psychology; Critical psychology; Mental health; History of psychology; Consulting psychology; International psychology","score_opus":0.25015413559356636,"score_gpt":0.6227209248440169,"score_spread":0.3725667892504505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134042311","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01886339,0.0012059752,0.00051890133,0.9341954,0.001643203,0.0004408891,0.00007883544,0.00016420009,0.042889208],"genre_scores_gemma":[0.33774504,0.010442628,0.0009366205,0.6491238,0.00044780775,0.000031197276,0.00009364939,0.000023995888,0.0011552846],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946252,0.002717618,0.00055010035,0.0007511916,0.0002637604,0.0010920926],"domain_scores_gemma":[0.9981317,0.00019047796,0.00019622988,0.00054478133,0.00020491066,0.00073190115],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026468642,0.00018450078,0.0004757944,0.00030598097,0.0029167905,0.00013082902,0.00044917286,0.0004727235,0.00032080247],"category_scores_gemma":[0.00022273866,0.0001958584,0.00006446903,0.00060790265,0.0012118487,0.0003235937,0.00019393761,0.0012448732,0.00006941154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036645273,0.00061693264,0.0033042764,0.000049535814,0.00011363731,0.000014994247,0.059191886,5.0242375e-7,0.000060201004,0.040078696,0.84738934,0.048813548],"study_design_scores_gemma":[0.001047707,0.00045504613,0.055651955,0.000076989556,0.000007123018,0.00000258854,0.0020207088,0.0000069345147,9.3587823e-7,0.18926029,0.7512956,0.00017411774],"about_ca_topic_score_codex":0.0039554485,"about_ca_topic_score_gemma":0.058044557,"teacher_disagreement_score":0.31888166,"about_ca_system_score_codex":0.00022287741,"about_ca_system_score_gemma":0.0012694952,"threshold_uncertainty_score":0.99838126},"labels":[],"label_agreement":null}]}