{"meta":{"query_hash":"825269dec641","filters":{"venue":"Platforms & Society"},"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/825269dec641","api":"https://metacan.xera.ac/api/v1/cohort?venue=Platforms+%26+Society"},"results":[{"id":"W4393052599","doi":"10.1177/29768624241235492","title":"Introducing <i>Platforms &amp; Society</i>","year":2024,"lang":"en","type":"article","venue":"Platforms & Society","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Political science","score_opus":0.018525698626564537,"score_gpt":0.23153543069767443,"score_spread":0.2130097320711099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393052599","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":[0.9300786,0.00045219914,0.008627264,0.0036083239,0.004543251,0.00045564183,0.000008479762,0.0014681857,0.050758015],"genre_scores_gemma":[0.9102883,0.0002716732,0.015436016,0.04558762,0.00869045,0.00011113746,0.0005622645,0.00018264861,0.018869942],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981839,4.9361944e-7,0.0004845926,0.0004939134,0.00030426926,0.00053282303],"domain_scores_gemma":[0.9994192,0.000041989668,0.00012173278,0.00027182154,0.0001246218,0.000020633632],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00095776113,0.00029012345,0.0002539328,0.000070366725,0.0004667578,0.00091145927,0.00026825245,0.00018574548,0.0011674678],"category_scores_gemma":[0.00002547538,0.00023765468,0.00046828765,0.0006308927,0.00008885435,0.0024977874,0.00022651859,0.00042920973,0.0048265355],"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":[0.0000062147124,0.00004100765,0.0015709294,0.00048252573,0.00027302693,0.000002385211,0.004922149,0.00006745563,0.0004728179,0.13913749,0.84165895,0.011365059],"study_design_scores_gemma":[0.00035016538,0.0000026333091,0.0006586813,0.000067543144,0.00003750462,0.0000042185793,0.0023871,0.0095016705,0.0000540932,0.022539813,0.9639207,0.000475882],"about_ca_topic_score_codex":0.000057908488,"about_ca_topic_score_gemma":0.000022009928,"teacher_disagreement_score":0.12226176,"about_ca_system_score_codex":0.000266798,"about_ca_system_score_gemma":0.00009959791,"threshold_uncertainty_score":0.9997456},"labels":[],"label_agreement":null},{"id":"W4402759052","doi":"10.1177/29768624241283913","title":"Interpreting Apple’s visions: Examining the spatiality of the Apple Vision Pro","year":2024,"lang":"en","type":"article","venue":"Platforms & Society","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Vision; Art; Visual arts; Psychology; Sociology; Anthropology","score_opus":0.027319986388938813,"score_gpt":0.3014207427768071,"score_spread":0.2741007563878683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402759052","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":[0.57063663,0.00020187572,0.42337057,0.0021573347,0.0015608319,0.0006062616,0.000010117593,0.0004558268,0.0010005423],"genre_scores_gemma":[0.9928665,0.000010696274,0.0064719035,0.00042319988,0.00006898207,0.000054514407,0.0000040095238,0.000012644413,0.00008752226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985709,0.000023738663,0.0003967387,0.00038184156,0.0003699741,0.0002567935],"domain_scores_gemma":[0.9985991,0.0003486634,0.00019658898,0.00071559777,0.00012332942,0.00001668104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012544431,0.00016058052,0.00015388518,0.000039522532,0.00041531943,0.00019558778,0.001212471,0.0001398918,0.000024699348],"category_scores_gemma":[0.0001234826,0.00008269424,0.00018479714,0.00085832947,0.00025318525,0.00082127185,0.00097544,0.000737171,0.000026890499],"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":[0.000023644963,0.00023645446,0.0050055385,0.00043828195,0.00045763096,0.0000063422426,0.13661465,0.00018440378,0.07777064,0.51150954,0.05483547,0.21291743],"study_design_scores_gemma":[0.00047376528,0.00036452003,0.011746453,0.0015385121,0.000056984703,0.00009311584,0.014959992,0.765321,0.081815265,0.085049696,0.03787634,0.00070435787],"about_ca_topic_score_codex":0.000047737227,"about_ca_topic_score_gemma":0.000017205793,"teacher_disagreement_score":0.7651366,"about_ca_system_score_codex":0.00014493015,"about_ca_system_score_gemma":0.00008009326,"threshold_uncertainty_score":0.33721733},"labels":[],"label_agreement":null},{"id":"W4403849655","doi":"10.1177/29768624241275069","title":"Paraplatforms","year":2024,"lang":"en","type":"article","venue":"Platforms & Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Computer science","score_opus":0.020247934782047224,"score_gpt":0.280274750042523,"score_spread":0.2600268152604758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403849655","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":[0.3470401,0.0013260257,0.005699837,0.0013256759,0.0011897763,0.0003209392,0.000018580378,0.00096096547,0.6421181],"genre_scores_gemma":[0.99602014,0.00059959653,0.0002647465,0.00048535067,0.00027195917,0.000019146666,0.000020029052,0.0000106385505,0.0023084036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991127,0.0000022436388,0.00017582519,0.00015595321,0.00021641255,0.00033682238],"domain_scores_gemma":[0.9996873,0.0000780088,0.000018780302,0.00008521612,0.00002141716,0.000109248846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000504529,0.00009500844,0.00009400122,0.00002238517,0.00042538444,0.00045776292,0.00014747714,0.00012384698,0.00035919703],"category_scores_gemma":[0.000009757452,0.000076246724,0.00024308405,0.00031393862,0.00015764989,0.0026603858,0.000013342817,0.00016177383,0.00076146005],"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":[0.000005050363,0.000019792386,0.00019083118,0.000044463082,0.00007095318,0.0000018180403,0.045177292,0.000009394329,0.000005525116,0.8165276,0.018509356,0.11943793],"study_design_scores_gemma":[0.000090754744,0.000021272477,0.00021577266,0.000041062594,0.000015302625,0.00000107383,0.009962695,0.00061364484,0.00003225518,0.14720023,0.84163314,0.00017280379],"about_ca_topic_score_codex":0.00008508593,"about_ca_topic_score_gemma":0.00013882374,"teacher_disagreement_score":0.82312375,"about_ca_system_score_codex":0.000112137,"about_ca_system_score_gemma":0.00015495239,"threshold_uncertainty_score":0.97872823},"labels":[],"label_agreement":null},{"id":"W4404703429","doi":"10.1177/29768624241297751","title":"The platformization of the follower factory: Para-platforms, automation, and labor in the market for social media engagements","year":2024,"lang":"en","type":"article","venue":"Platforms & Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Vetenskapsrådet; Nanyang Technological University","keywords":"Factory (object-oriented programming); Social media; Automation; Business; Labour economics; Industrial organization; Manufacturing engineering; Engineering; Computer science; Economics; World Wide Web; Mechanical engineering","score_opus":0.027064133035463622,"score_gpt":0.2800724600300347,"score_spread":0.2530083269945711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404703429","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":[0.9794869,0.0005126926,0.0009956755,0.003669335,0.000927414,0.0015433874,0.000155297,0.000096354874,0.012612942],"genre_scores_gemma":[0.998741,0.00041214353,0.00008046038,0.00024239317,0.00013580178,0.00010459987,0.000031392392,0.0000096084805,0.00024260073],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988698,0.000020216923,0.0003349209,0.00013601246,0.00035574875,0.00028331132],"domain_scores_gemma":[0.9985817,0.001119434,0.00010721961,0.00010719962,0.000056869445,0.000027581778],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024186303,0.000117450065,0.00012251007,0.000020752812,0.0013955149,0.00035671704,0.00032225135,0.00013174539,0.000029722261],"category_scores_gemma":[0.00018080215,0.00005869553,0.00017774304,0.0004090646,0.00030198862,0.0014841913,0.000028769105,0.00019243342,0.0000029609707],"study_design_candidate":"qualitative","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":[0.00005430991,0.000064006745,0.0040794406,0.00017771845,0.00016434334,2.4418426e-7,0.48611528,0.000017706976,0.000009814247,0.41630504,0.032852117,0.060159966],"study_design_scores_gemma":[0.0015211148,0.000053492473,0.08305195,0.00017099894,0.00012721439,0.000001342774,0.22802441,0.007788803,0.0001461986,0.2920589,0.38657305,0.00048250935],"about_ca_topic_score_codex":0.00003232934,"about_ca_topic_score_gemma":0.001034923,"teacher_disagreement_score":0.35372093,"about_ca_system_score_codex":0.00009982249,"about_ca_system_score_gemma":0.00015647768,"threshold_uncertainty_score":0.9999045},"labels":[],"label_agreement":null},{"id":"W4411731238","doi":"10.1177/29768624251355164","title":"The incentives of PayPay against the convenience of cash: On the conveniencing of cashless payments in Japan","year":2025,"lang":"en","type":"article","venue":"Platforms & Society","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":4,"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":"Australian Research Council","keywords":"Payment; Incentive; Cash; Business; Commerce; Finance; Monetary economics; Economics; Microeconomics","score_opus":0.015257822760789066,"score_gpt":0.21237894035490062,"score_spread":0.19712111759411155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411731238","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":[0.98799014,0.00007347697,0.000014408006,0.00025843843,0.00021440617,0.00032339574,0.000006891558,0.00000839324,0.011110441],"genre_scores_gemma":[0.99889696,0.00011234646,0.000008947595,0.0008344734,0.000031778658,0.000014747621,0.0000050322633,0.000008039551,0.000087661225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99884164,0.0000016856189,0.00054150104,0.00016062049,0.00019319695,0.00026132487],"domain_scores_gemma":[0.9986581,0.0004103939,0.00050310267,0.00032766245,0.00009437547,0.0000063546745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009391497,0.000145389,0.00025284506,0.000037296144,0.00023066177,0.00011762196,0.00055735913,0.000056103025,0.0000086131295],"category_scores_gemma":[0.00011637309,0.00006669092,0.00019912995,0.0004261742,0.00044566614,0.0010857617,0.000277516,0.00017397932,0.00000546493],"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":[0.00017435916,0.000362857,0.21116892,0.00070406566,0.00037217894,0.0000011170647,0.009139285,0.0010772204,0.0015738347,0.74773914,0.0027628096,0.024924207],"study_design_scores_gemma":[0.0043095085,0.0001190823,0.29112262,0.0019592405,0.00019042326,0.0000016251624,0.4581547,0.062106185,0.015574405,0.15442929,0.011009213,0.0010236782],"about_ca_topic_score_codex":0.00037917562,"about_ca_topic_score_gemma":0.0002446088,"teacher_disagreement_score":0.5933099,"about_ca_system_score_codex":0.000048425463,"about_ca_system_score_gemma":0.000051929754,"threshold_uncertainty_score":0.27195767},"labels":[],"label_agreement":null},{"id":"W4416076558","doi":"10.1177/29768624251392675","title":"Platformized labour and harassment in Canada: Quantifying the effects of racism on content creators","year":2025,"lang":"en","type":"article","venue":"Platforms & Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Harassment; Racism; Oppression; Content analysis; Race (biology); Digital content; Qualitative research","score_opus":0.02310984175449135,"score_gpt":0.26117769376416106,"score_spread":0.2380678520096697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416076558","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":[0.9928028,0.00021221212,0.00008364437,0.00079545437,0.00022647582,0.00040964014,0.000006025904,0.0000117101135,0.0054520275],"genre_scores_gemma":[0.9985646,0.00047709976,0.000037777838,0.00065762916,0.000011098292,0.00002718465,0.0000026514228,0.000002786548,0.00021914791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99925023,0.000010675167,0.00023872721,0.00010537631,0.00018175849,0.00021321134],"domain_scores_gemma":[0.99918103,0.0005983667,0.00007441952,0.00007962045,0.000026300118,0.000040278344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047653777,0.00008648905,0.00017627665,0.000020505371,0.0002516599,0.000046750924,0.00011737188,0.000056050878,0.000007700125],"category_scores_gemma":[0.00008315819,0.00005880643,0.000071013244,0.00018500966,0.000093905124,0.0003542087,0.00001819507,0.00012950339,0.0000011215195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001549489,0.00014372384,0.11534337,0.00051845633,0.00024288244,0.0000030829906,0.0505778,0.00006439649,0.000114470975,0.7025929,0.0016476284,0.12859634],"study_design_scores_gemma":[0.004839567,0.00009464616,0.8404846,0.00088333886,0.00005760078,4.5290312e-7,0.120597735,0.00079996086,0.004603854,0.016409896,0.010819844,0.00040851178],"about_ca_topic_score_codex":0.4548695,"about_ca_topic_score_gemma":0.69549847,"teacher_disagreement_score":0.7251412,"about_ca_system_score_codex":0.00044214973,"about_ca_system_score_gemma":0.0006585666,"threshold_uncertainty_score":0.5487606},"labels":[],"label_agreement":null},{"id":"W4416076717","doi":"10.1177/29768624251395354","title":"States and platform capitalisms: A conversation","year":2025,"lang":"en","type":"article","venue":"Platforms & Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","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":"Concordia University","funders":"","keywords":"","score_opus":0.010676116002725642,"score_gpt":0.25327961716266445,"score_spread":0.2426035011599388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416076717","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":[0.9140939,0.00020990105,0.0013671191,0.0015338933,0.0001925624,0.00024352536,0.0000119174265,0.000112309135,0.082234845],"genre_scores_gemma":[0.9968656,0.0012052468,0.0002752268,0.000849966,0.00003255296,0.0000149311645,0.00003506491,0.0000033915398,0.00071803114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99938613,0.0000030339495,0.00016079865,0.000120441255,0.00011636922,0.00021322329],"domain_scores_gemma":[0.99970657,0.00008866142,0.000042222637,0.00006113806,0.000041095285,0.000060294115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035571674,0.00007873396,0.00009870095,0.000024071296,0.00042605324,0.00018543698,0.00006478719,0.00010069649,0.00006476961],"category_scores_gemma":[0.000018872674,0.00007253253,0.00007355289,0.00017016113,0.0002167623,0.0016418011,0.000017728637,0.000082505256,0.000016460006],"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":[0.000024038156,0.000050660517,0.0042716814,0.00009155247,0.00012228858,6.0725137e-7,0.29763705,0.000019566174,0.000014877942,0.61550623,0.0117607955,0.07050069],"study_design_scores_gemma":[0.0014860296,0.00005513838,0.008651102,0.000105348096,0.000058851907,0.0000011301715,0.41446298,0.0035655433,0.00035745313,0.34479934,0.22598562,0.00047146663],"about_ca_topic_score_codex":0.00047231556,"about_ca_topic_score_gemma":0.0004710153,"teacher_disagreement_score":0.27070686,"about_ca_system_score_codex":0.00011676377,"about_ca_system_score_gemma":0.000106158346,"threshold_uncertainty_score":0.32769},"labels":[],"label_agreement":null},{"id":"W7081971422","doi":"10.1177/29768624251376562","title":"Workflow monopolies: A platform historiography of Unity in the immersive app economy","year":2025,"lang":"en","type":"article","venue":"Platforms & Society","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workflow; Historiography; Documentation; Production (economics); Animation; Variety (cybernetics)","score_opus":0.012101999524411279,"score_gpt":0.22066461842237564,"score_spread":0.20856261889796437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7081971422","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":[0.7212381,0.0011953285,0.054376684,0.00503629,0.0005716421,0.000692314,0.0000070703923,0.0001371916,0.21674538],"genre_scores_gemma":[0.99594223,0.000062447696,0.00251598,0.0010104856,0.000025006506,0.00003376402,0.00000498485,0.0000014097603,0.00040370596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990103,0.0000074475524,0.00028810042,0.00026245115,0.00012066967,0.00031099466],"domain_scores_gemma":[0.9989991,0.0002289292,0.00013155754,0.000531135,0.00007574186,0.00003352229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000552913,0.00014921576,0.00021205928,0.00005859341,0.00017224035,0.00003824828,0.0011080807,0.0001304952,0.000011239095],"category_scores_gemma":[0.000036156558,0.000106509426,0.00027355162,0.0010265913,0.00014238116,0.0003887699,0.00022598007,0.00032179191,0.0000035841758],"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":[0.00006392049,0.0008055372,0.093176365,0.0009172603,0.0006337439,0.000018713039,0.15455322,0.0014640612,0.0011790541,0.6505383,0.07905181,0.017598001],"study_design_scores_gemma":[0.0018530922,0.00012160818,0.024704183,0.00021735312,0.00004768262,0.000012117417,0.034211293,0.020455252,0.0069850055,0.69527537,0.21538733,0.0007297185],"about_ca_topic_score_codex":0.00013142079,"about_ca_topic_score_gemma":0.000018054518,"teacher_disagreement_score":0.2747041,"about_ca_system_score_codex":0.00008964755,"about_ca_system_score_gemma":0.000109806155,"threshold_uncertainty_score":0.43433285},"labels":[],"label_agreement":null}]}