{"meta":{"query_hash":"30d8c9e9f72e","filters":{"venue":"Research and Practice in Couple Therapy"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/30d8c9e9f72e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Research+and+Practice+in+Couple+Therapy"},"results":[{"id":"W7161473855","doi":"10.61838/rpct.3.4.6","title":"Machine Learning Classification of Adult Attachment Styles Based on Dyadic Behavioral and Emotional Indicators","year":2025,"lang":"","type":"article","venue":"Research and Practice in Couple Therapy","topic":"Attachment and Relationship Dynamics","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":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Paralanguage; Dyad; Random forest; Attachment theory; Artificial neural network; Generalization; Decision tree; Observational study; Attachment measures","score_opus":0.10629507989497491,"score_gpt":0.5212937953444775,"score_spread":0.4149987154495026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161473855","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":[0.9542896,0.0137806665,0.0007520217,0.017132925,0.00020675907,0.0013279736,0.000053182106,0.000022851997,0.012433991],"genre_scores_gemma":[0.97056586,0.027523275,0.0002346837,0.0001603059,0.00004299065,0.00007460143,0.00012377767,0.000022320231,0.0012521703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99505115,0.0025346205,0.0005884993,0.00057822454,0.0007681836,0.00047933625],"domain_scores_gemma":[0.99079865,0.008080593,0.00031826698,0.00034057978,0.00032015902,0.00014173794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042303703,0.000235329,0.00030473768,0.0014397197,0.00050836144,0.000113361115,0.00019805618,0.00038659683,0.00031859922],"category_scores_gemma":[0.0007638637,0.00022390534,0.000048384696,0.0012715091,0.0007127974,0.00021497314,0.000061982915,0.001997145,0.0000113551005],"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":[0.006643008,0.0036343208,0.8590359,0.00012032322,0.00015285851,0.000014893161,0.0020781409,0.00028657803,0.0005349166,0.04046449,0.00013052417,0.08690406],"study_design_scores_gemma":[0.00858264,0.005721029,0.82026535,0.00066959107,0.00007306818,0.00001091334,0.00961751,0.13321464,0.00007226646,0.0015516323,0.019831976,0.0003894166],"about_ca_topic_score_codex":0.0005646124,"about_ca_topic_score_gemma":0.00008582138,"teacher_disagreement_score":0.13292806,"about_ca_system_score_codex":0.00016720044,"about_ca_system_score_gemma":0.00036905325,"threshold_uncertainty_score":0.9130595},"labels":[],"label_agreement":null},{"id":"W7161476200","doi":"10.61838/rpct.3.3.6","title":"Deep Learning Analysis of Trauma-Related Emotional Patterns in Couples Facing PTSD","year":2025,"lang":"","type":"article","venue":"Research and Practice in Couple Therapy","topic":"Posttraumatic Stress Disorder Research","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":"Concordia University","funders":"","keywords":"Arousal; Cluster analysis; Modalities; Facial expression; Discriminative model; Deep learning","score_opus":0.15600460409024622,"score_gpt":0.5054068686771995,"score_spread":0.34940226458695334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161476200","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":[0.92188114,0.059327494,0.00042998654,0.0039231703,0.00013195066,0.0012435534,0.00004952442,0.000019993808,0.0129932035],"genre_scores_gemma":[0.90549654,0.09317529,0.000069114794,0.00006521109,0.000020233327,0.0001396918,0.00008370158,0.000039017472,0.0009111739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98653674,0.00728898,0.0016421047,0.0011486252,0.0017538117,0.0016297371],"domain_scores_gemma":[0.9638773,0.034019433,0.00038435296,0.00077943195,0.0007152357,0.00022421293],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015765157,0.00041649822,0.0011944222,0.0063895793,0.00036609196,0.00027841877,0.00078068353,0.0005741828,0.005125877],"category_scores_gemma":[0.006372997,0.0004422367,0.00020650415,0.010120383,0.00082802254,0.0004807436,0.00025193274,0.0038773424,0.000035854442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00675732,0.0049770023,0.58119434,0.00041344247,0.006172865,0.00022814088,0.030744478,0.00934235,0.0011345125,0.0048160017,0.000043885564,0.35417566],"study_design_scores_gemma":[0.00871915,0.0016062168,0.7762834,0.0009816247,0.00021064683,0.000019481515,0.065065764,0.14140177,0.0001927201,0.0019754975,0.0030637418,0.00047999722],"about_ca_topic_score_codex":0.022161433,"about_ca_topic_score_gemma":0.008405406,"teacher_disagreement_score":0.35369566,"about_ca_system_score_codex":0.00030460104,"about_ca_system_score_gemma":0.000480669,"threshold_uncertainty_score":0.99980295},"labels":[],"label_agreement":null},{"id":"W7161480598","doi":"10.61838/rpct.3.3.1","title":"Machine Learning Models for Early Detection of Couples at Risk for Emotional Disengagement","year":2025,"lang":"","type":"article","venue":"Research and Practice in Couple Therapy","topic":"Attachment and Relationship Dynamics","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":true,"ca_institutions":"University of Ottawa; Université de Montréal; Université de Sherbrooke; University of Calgary","funders":"","keywords":"Disengagement theory; Generalizability theory; Support vector machine; Random forest; Artificial neural network; Gradient boosting; Logistic regression; Confusion matrix","score_opus":0.1606614151873761,"score_gpt":0.5046978826613633,"score_spread":0.3440364674739872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161480598","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":[0.63923496,0.07352011,0.27065915,0.0054662353,0.00074960024,0.0066002505,0.0004171676,0.000034441295,0.0033180914],"genre_scores_gemma":[0.8997073,0.092535354,0.00094460417,0.00003221276,0.00010247904,0.0004786837,0.000091924914,0.000033083776,0.0060743666],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960269,0.0017323092,0.0006133059,0.0005501036,0.00046669153,0.00061073335],"domain_scores_gemma":[0.96997005,0.028646303,0.00035774484,0.00028017172,0.00065414904,0.00009156299],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0104838535,0.00021934125,0.00033474294,0.0005716602,0.0013033029,0.0000996871,0.0001946433,0.00031910368,0.00009402382],"category_scores_gemma":[0.0022305113,0.00021328268,0.00012259244,0.0006070483,0.00033122618,0.00034238017,0.00009814428,0.0012517886,0.0000043398027],"study_design_candidate":"simulation_or_modeling","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":[0.15152575,0.005790652,0.26650503,0.0013218547,0.0035181402,0.000008453344,0.018474463,0.05584511,0.0070025492,0.0852513,0.00060887344,0.4041478],"study_design_scores_gemma":[0.009689173,0.004172724,0.018875178,0.00016408502,0.000108462606,0.000004264565,0.0030444015,0.86172414,0.00018536729,0.04703433,0.054727357,0.00027054324],"about_ca_topic_score_codex":0.00081708207,"about_ca_topic_score_gemma":0.00036706254,"teacher_disagreement_score":0.805879,"about_ca_system_score_codex":0.00022512427,"about_ca_system_score_gemma":0.00018224584,"threshold_uncertainty_score":0.99999684},"labels":[],"label_agreement":null},{"id":"W7161482302","doi":"10.61838/rpct.3.3.3","title":"NLP-Driven Identification of Communication Deficits Predicting Therapy Dropout in Couples","year":2025,"lang":"","type":"article","venue":"Research and Practice in Couple Therapy","topic":"Attachment and Relationship Dynamics","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":true,"ca_institutions":"","funders":"","keywords":"Interpretability; Disengagement theory; Dropout (neural networks); Session (web analytics); Thematic analysis; Identification (biology); Feature (linguistics)","score_opus":0.13190600469991273,"score_gpt":0.540113563091936,"score_spread":0.4082075583920233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161482302","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":[0.85958153,0.119416684,0.00051485846,0.009436051,0.00026717357,0.0020351678,0.000024954,0.000022967226,0.008700625],"genre_scores_gemma":[0.7026217,0.29609436,0.00016030675,0.00006611218,0.00003037297,0.00012505459,0.000052105665,0.000023063254,0.0008269256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992663,0.00407366,0.0013398357,0.0005984416,0.0006849309,0.00064010225],"domain_scores_gemma":[0.9800841,0.017579447,0.0005832328,0.0009912534,0.0006806049,0.0000813441],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012895429,0.00025719355,0.0004389461,0.0012466209,0.0004640008,0.00019863079,0.00065656437,0.0005154476,0.00013422738],"category_scores_gemma":[0.0019575136,0.0002627021,0.00006223081,0.00232877,0.00078362523,0.0006041795,0.00015003205,0.0019447377,0.000020433308],"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":[0.007913415,0.0039710775,0.81811,0.00013930927,0.00038418637,0.000013310566,0.02323121,0.0010645178,0.008759411,0.031554263,0.00026791298,0.104591414],"study_design_scores_gemma":[0.015951844,0.002226112,0.668549,0.0015887361,0.000059230864,0.000026552041,0.06173328,0.19053331,0.00092126813,0.027221864,0.030407967,0.00078083266],"about_ca_topic_score_codex":0.002355514,"about_ca_topic_score_gemma":0.0008209556,"teacher_disagreement_score":0.1894688,"about_ca_system_score_codex":0.00022037899,"about_ca_system_score_gemma":0.0004799621,"threshold_uncertainty_score":0.99998254},"labels":[],"label_agreement":null},{"id":"W7161482521","doi":"10.61838/rpct.3.1.6","title":"Impact of Forgiveness on Marital Trust: Mediating Role of Emotional Reconciliation","year":2025,"lang":"","type":"article","venue":"Research and Practice in Couple Therapy","topic":"Forgiveness and Related Behaviors","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":"Simon Fraser University","funders":"","keywords":"Forgiveness; Structural equation modeling; Interpersonal communication; Interpersonal relationship; Sample (material); Marital status","score_opus":0.08557978559160727,"score_gpt":0.49792987349159235,"score_spread":0.41235008789998506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161482521","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":[0.97361004,0.01408874,0.000008880877,0.0008340704,0.00033352096,0.0007612814,0.0001170735,0.000006309309,0.010240065],"genre_scores_gemma":[0.9721132,0.027210131,0.000050880368,0.000016952194,0.00006680142,0.000045776676,0.000035764595,0.000022844668,0.00043763366],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9957353,0.0016692949,0.00079906563,0.00047608258,0.0007414122,0.0005788468],"domain_scores_gemma":[0.9883722,0.009753356,0.00041964048,0.00040793922,0.0009360136,0.000110841705],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060354737,0.00022943235,0.0004993771,0.0009111202,0.00018809375,0.000054035198,0.00027651468,0.00051577284,0.0009581199],"category_scores_gemma":[0.0019895749,0.00020068434,0.0001522102,0.0013566886,0.0004530631,0.00035823436,0.00007298763,0.0012612843,0.000010351013],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.037458785,0.0076437052,0.39745626,0.00027421513,0.0011927908,0.000049997587,0.009382001,0.00074992474,0.038255464,0.010780314,0.00016357502,0.49659297],"study_design_scores_gemma":[0.012320717,0.014727656,0.9279164,0.0013268534,0.000075346135,0.000043838365,0.015887095,0.0038368842,0.0065505,0.01209527,0.0047554406,0.00046396593],"about_ca_topic_score_codex":0.0040274872,"about_ca_topic_score_gemma":0.00004838666,"teacher_disagreement_score":0.5304602,"about_ca_system_score_codex":0.00022779568,"about_ca_system_score_gemma":0.0009504691,"threshold_uncertainty_score":0.9999551},"labels":[],"label_agreement":null},{"id":"W7161484373","doi":"10.61838/rpct.2.4.1","title":"The Impact of Unresolved Family-of-Origin Trauma on Marital Vulnerability: A Narrative Analysis","year":2024,"lang":"","type":"article","venue":"Research and Practice in Couple Therapy","topic":"Posttraumatic Stress Disorder Research","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":true,"ca_institutions":"","funders":"","keywords":"Narrative; Thematic analysis; Narrative inquiry; Vulnerability (computing); Transformative learning; Qualitative research; Historical trauma; Interpersonal communication","score_opus":0.2966300195670347,"score_gpt":0.5815011913571352,"score_spread":0.28487117179010046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161484373","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":[0.8712449,0.106101856,0.000035521378,0.004075418,0.00018101191,0.001906916,0.00025695958,0.000019009869,0.01617843],"genre_scores_gemma":[0.93824416,0.060594425,0.000047585603,0.00001842928,0.00010308178,0.00025632506,0.000023069491,0.00006117359,0.0006517637],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9829423,0.010542871,0.0013803649,0.0011541328,0.0023844005,0.0015959409],"domain_scores_gemma":[0.90517586,0.09180169,0.00028230474,0.0014918976,0.000920929,0.00032728928],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02459491,0.00050135615,0.0010938345,0.0020564734,0.0005380912,0.00059969164,0.0010496333,0.00040349364,0.0017000956],"category_scores_gemma":[0.006208938,0.00033609994,0.00057955686,0.0077920724,0.0027566382,0.0004665734,0.00017768733,0.0033438317,0.000044865137],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.080041796,0.010897262,0.027611285,0.0005697584,0.029827647,0.00045012977,0.13067664,0.000693777,0.0045704143,0.0156441,0.0037470027,0.6952702],"study_design_scores_gemma":[0.016172756,0.071728624,0.42084867,0.0019279587,0.0007781151,0.00011072516,0.3318147,0.07499283,0.0016223821,0.04530306,0.03273987,0.001960296],"about_ca_topic_score_codex":0.027813034,"about_ca_topic_score_gemma":0.0010665322,"teacher_disagreement_score":0.6933099,"about_ca_system_score_codex":0.00038197162,"about_ca_system_score_gemma":0.0014022721,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W7161487083","doi":"10.61838/rpct.3.4.1","title":"Explainable Artificial Intelligence Models for Forecasting Divorce Risk from Dyadic Communication Patterns","year":2025,"lang":"","type":"article","venue":"Research and Practice in Couple Therapy","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contempt; Emotional intelligence; Random forest; Feature (linguistics); Interpersonal communication; Nonverbal communication; Observational study; Observational methods in psychology","score_opus":0.36508220711366046,"score_gpt":0.4770586896315707,"score_spread":0.11197648251791026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161487083","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":[0.6692259,0.06765175,0.21513504,0.02940613,0.0006609304,0.0045262533,0.00031803656,0.00005010904,0.013025857],"genre_scores_gemma":[0.76860076,0.22860768,0.001980297,0.00009975163,0.00010864488,0.00019814077,0.000037435428,0.000016558462,0.00035072723],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.994239,0.0030945302,0.00063215685,0.0005574809,0.00066775456,0.00080908375],"domain_scores_gemma":[0.9497772,0.048472065,0.00027465078,0.0005138709,0.0008147085,0.00014751355],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01663782,0.00019424196,0.00028169187,0.00037529043,0.0033175545,0.0008363541,0.00067579525,0.00033648335,0.000058326164],"category_scores_gemma":[0.0072239754,0.00019687814,0.000068661335,0.0012963036,0.00068994024,0.0013026008,0.00020813438,0.0014746565,0.000006267777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035022383,0.0011720052,0.0046728803,0.00011082452,0.00024852296,0.000008478118,0.068290755,0.013387134,0.00010781672,0.31130514,0.00022651684,0.5969677],"study_design_scores_gemma":[0.00022444897,0.00018487364,0.0001871918,0.0002570104,0.000013646361,3.3923953e-7,0.05908377,0.48094508,0.000022102779,0.45538923,0.0035647983,0.00012749684],"about_ca_topic_score_codex":0.05761593,"about_ca_topic_score_gemma":0.01576483,"teacher_disagreement_score":0.5968402,"about_ca_system_score_codex":0.0002645512,"about_ca_system_score_gemma":0.0006565408,"threshold_uncertainty_score":0.99798},"labels":[],"label_agreement":null},{"id":"W7161496450","doi":"10.61838/rpct.3.3.2","title":"Predicting Couple Therapy Outcomes Using Deep Neural Networks on Pre-Treatment Assessments","year":2025,"lang":"","type":"article","venue":"Research and Practice in Couple Therapy","topic":"Attachment and Relationship Dynamics","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":true,"ca_institutions":"Toronto Rehabilitation Institute; Queen's University","funders":"","keywords":"Artificial neural network; Deep learning; Correlation; Regression; Constructive; Dyad; Test (biology)","score_opus":0.18318843180096803,"score_gpt":0.5845440050464534,"score_spread":0.40135557324548543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161496450","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":[0.93085146,0.047077876,0.0030392348,0.006284497,0.0018015886,0.0035332642,0.000021643575,0.00007017851,0.0073202625],"genre_scores_gemma":[0.90821236,0.08740757,0.00033802446,0.0006893068,0.000286912,0.00022312017,0.000049116454,0.00007517949,0.0027184002],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9917559,0.0035608748,0.0009508039,0.0011432525,0.0010074493,0.0015817012],"domain_scores_gemma":[0.97662693,0.021386517,0.00039807602,0.0009408024,0.00038445494,0.0002632363],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005626749,0.00063695136,0.00072925235,0.00082065095,0.0014103259,0.0006376272,0.00049656915,0.00070793397,0.0003556622],"category_scores_gemma":[0.00056124537,0.0005265477,0.00016128688,0.0015477961,0.00048403538,0.0006520636,0.00014731978,0.0024724177,0.000015531868],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0133661525,0.004801006,0.77838784,0.000028865352,0.0016351118,0.00011728957,0.0032921513,0.025839344,0.00011502261,0.0019638466,0.0000797734,0.17037362],"study_design_scores_gemma":[0.009443887,0.0054535978,0.117944345,0.00016716094,0.00006600689,0.000024558738,0.004225687,0.85216063,0.000012573164,0.00094821694,0.009104682,0.000448651],"about_ca_topic_score_codex":0.002831711,"about_ca_topic_score_gemma":0.0003605221,"teacher_disagreement_score":0.8263213,"about_ca_system_score_codex":0.00076200115,"about_ca_system_score_gemma":0.00042093985,"threshold_uncertainty_score":0.99988973},"labels":[],"label_agreement":null}]}