{"meta":{"query_hash":"c2e071d0d98c","filters":{"venue":"Research on intelligent manufacturing"},"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/c2e071d0d98c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Research+on+intelligent+manufacturing"},"results":[{"id":"W4389721890","doi":"10.1007/978-981-99-5869-6_7","title":"Concluding Remarks and Development Trends","year":2023,"lang":"en","type":"book-chapter","venue":"Research on intelligent manufacturing","topic":"Digital Transformation in Industry","field":"Engineering","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":"University of Manitoba; University of Calgary","funders":"","keywords":"History; Geography","score_opus":0.18139649344279302,"score_gpt":0.34849508462061535,"score_spread":0.16709859117782233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389721890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003087608,0.03172329,0.004787997,0.05562284,0.007094016,0.000042419644,0.00031591396,0.0001415205,0.8971843],"genre_scores_gemma":[0.029658917,0.033338953,0.003847511,0.008709433,0.0019450439,0.00007370376,0.00053662196,0.0001556608,0.9217341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945205,0.00015706889,0.000018852392,0.00009309645,0.00019816511,0.00008079694],"domain_scores_gemma":[0.9989911,0.0002953779,0.000034138026,0.00008152515,0.0005002265,0.0000976445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015623277,0.00046327699,0.0002613495,0.0016369855,0.0016887554,0.0055707092,0.00090507086,0.0012799845,0.078160375],"category_scores_gemma":[0.0025609976,0.00015726387,0.00024727106,0.0023327165,0.0013198986,0.005322273,0.0012621507,0.0016173074,0.021007013],"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":[0.00004742686,0.000044345063,0.0003027128,0.00027370418,0.0000028776751,0.00010192622,0.0012943138,0.00029621643,0.00041318365,0.5768908,0.28774917,0.1325832],"study_design_scores_gemma":[0.000003071577,0.000010770961,0.0003209711,0.00019524003,0.00000244599,0.00004407645,0.001649885,0.000112763206,0.00021833404,0.0487875,0.948651,0.000004025651],"about_ca_topic_score_codex":0.00470976,"about_ca_topic_score_gemma":0.008673747,"teacher_disagreement_score":0.078160375,"about_ca_system_score_codex":0.0028052854,"about_ca_system_score_gemma":0.0025065003,"threshold_uncertainty_score":0.26147252},"labels":[],"label_agreement":null},{"id":"W4389722040","doi":"10.1007/978-981-99-5869-6_1","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"Research on intelligent manufacturing","topic":"Manufacturing Process and Optimization","field":"Engineering","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":"University of Manitoba; University of Calgary","funders":"","keywords":"Business; Competition (biology); Quality (philosophy); Product (mathematics); Manufacturing engineering; Industrial organization; Engineering; Mathematics","score_opus":0.08408786119752708,"score_gpt":0.31605768955658375,"score_spread":0.23196982835905666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389722040","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002887714,0.00213601,0.004794338,0.0019079983,0.0036635157,0.00012528241,0.0018123968,0.0007644325,0.9845073],"genre_scores_gemma":[0.0007801169,0.001231299,0.0012112539,0.0007122374,0.00049320323,0.000055899643,0.0012084162,0.0001908599,0.99411666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994825,0.000046466947,0.000017050925,0.00010332205,0.00029428798,0.000056388737],"domain_scores_gemma":[0.9993222,0.0001028932,0.000023255403,0.00010078343,0.0003285932,0.00012240866],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047577813,0.0009107955,0.00054322317,0.0017546912,0.0012579281,0.0037006524,0.001453988,0.0016428635,0.62947226],"category_scores_gemma":[0.0018733962,0.00033668758,0.00049224263,0.001646973,0.0005017041,0.0027480652,0.0020730046,0.0016595979,0.5397035],"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":[0.000020456799,0.00003461535,0.00007658226,0.00013375317,0.0000018448626,0.000042404004,0.000081013524,0.00016957025,0.0004667772,0.029865999,0.798507,0.17059995],"study_design_scores_gemma":[0.0000013856239,0.0000052057844,0.00005462282,0.00004506432,6.8286465e-7,0.000026716638,0.000023672701,0.000028584725,0.00007206128,0.0032728575,0.9964671,0.0000020659604],"about_ca_topic_score_codex":0.0024414465,"about_ca_topic_score_gemma":0.004195266,"teacher_disagreement_score":0.62947226,"about_ca_system_score_codex":0.001209826,"about_ca_system_score_gemma":0.0017076278,"threshold_uncertainty_score":0.52851284},"labels":[],"label_agreement":null},{"id":"W4389722077","doi":"10.1007/978-981-99-5869-6_4","title":"Processes and Methods for Adaptable Design","year":2023,"lang":"en","type":"book-chapter","venue":"Research on intelligent manufacturing","topic":"Product Development and Customization","field":"Business, Management and Accounting","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":"University of Manitoba; University of Calgary","funders":"","keywords":"Computer science","score_opus":0.2494753220269791,"score_gpt":0.40036289242813133,"score_spread":0.15088757040115222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389722077","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053445215,0.0005512766,0.9844788,0.0001724985,0.000076747056,0.00006168281,0.00002761116,0.00039698937,0.0137],"genre_scores_gemma":[0.035040885,0.001786412,0.9255768,0.00022165515,0.00010804938,0.00062863564,0.00017721135,0.00048368733,0.035976727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979595,0.00051382673,0.00015299831,0.00034909468,0.0009382451,0.00008631628],"domain_scores_gemma":[0.9979405,0.0010480435,0.00006922083,0.00067194697,0.00023543621,0.00003489416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022149633,0.0014739529,0.00067314657,0.0015599909,0.00077835965,0.0033436618,0.0018396404,0.0014364592,0.013914229],"category_scores_gemma":[0.005287826,0.0011606844,0.0015041091,0.0011397522,0.0034572687,0.0036467144,0.0025360533,0.003006166,0.0036215803],"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":[0.00001766736,0.00004574024,0.00009730383,0.00025298167,0.00002902944,0.000060132385,0.00045996823,0.016099842,0.0028162512,0.8251002,0.004593946,0.15042703],"study_design_scores_gemma":[0.00002104976,0.000026705029,0.00008475945,0.00015496147,0.000029435601,0.0001091118,0.000088349974,0.046922345,0.0037552158,0.8403869,0.10839816,0.000022961316],"about_ca_topic_score_codex":0.0011990543,"about_ca_topic_score_gemma":0.00097391347,"teacher_disagreement_score":0.013914229,"about_ca_system_score_codex":0.0011441762,"about_ca_system_score_gemma":0.0010428582,"threshold_uncertainty_score":0.04654771},"labels":[],"label_agreement":null},{"id":"W4389722083","doi":"10.1007/978-981-99-5869-6_2","title":"Modeling for Adaptable Design","year":2023,"lang":"en","type":"book-chapter","venue":"Research on intelligent manufacturing","topic":"Product Development and Customization","field":"Business, Management and Accounting","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":"University of Manitoba; University of Calgary","funders":"","keywords":"Computer science; Key (lock); Systems engineering; Engineering; Computer security","score_opus":0.3205745365418924,"score_gpt":0.34696698705601425,"score_spread":0.026392450514121868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389722083","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002139087,0.00070902257,0.9608307,0.00052125705,0.00010995907,0.000054083328,0.00014622258,0.0011882144,0.03430141],"genre_scores_gemma":[0.21602732,0.0036216849,0.6956422,0.0008320296,0.00018002023,0.0008019484,0.0012024713,0.0016945454,0.07999781],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925596,0.00022291466,0.000046679444,0.00016140426,0.0002622327,0.00005085712],"domain_scores_gemma":[0.9993293,0.00029173988,0.0000301099,0.00026409034,0.00006946308,0.00001526645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083013956,0.001333636,0.00068703253,0.0006553712,0.00051685696,0.0020961552,0.0016109754,0.0012359193,0.01467893],"category_scores_gemma":[0.0024992158,0.0010058144,0.0014324875,0.00070830795,0.0013557024,0.0030839958,0.0015810716,0.0022965185,0.002999598],"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":[0.00002629523,0.00004628775,0.00015208973,0.00019253981,0.000046440346,0.00009874052,0.0002742018,0.17365149,0.0022225613,0.73854643,0.007070112,0.077672765],"study_design_scores_gemma":[0.00001523029,0.000019064335,0.00007066945,0.00009955009,0.000040624025,0.00007295023,0.000042814365,0.3410116,0.0021585044,0.5500773,0.10637371,0.000017989913],"about_ca_topic_score_codex":0.0029817612,"about_ca_topic_score_gemma":0.002474913,"teacher_disagreement_score":0.01467893,"about_ca_system_score_codex":0.0012057131,"about_ca_system_score_gemma":0.00070624,"threshold_uncertainty_score":0.049105883},"labels":[],"label_agreement":null},{"id":"W4389722183","doi":"10.1007/978-981-99-5869-6","title":"Adaptable Design","year":2023,"lang":"en","type":"book","venue":"Research on intelligent manufacturing","topic":"Design Education and Practice","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Computer science; Product design; Product (mathematics); Engineering; Mathematics","score_opus":0.30995810626785913,"score_gpt":0.4040994393820352,"score_spread":0.09414133311417605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389722183","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002677031,0.0029616184,0.50372016,0.0006921348,0.0007130949,0.00008724253,0.00020983013,0.0017912387,0.4871477],"genre_scores_gemma":[0.09535736,0.0054423795,0.15239775,0.0007828235,0.00032767656,0.00030714332,0.00073160464,0.0011541983,0.74349904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996319,0.000058269812,0.000013951171,0.00007412412,0.00019975053,0.000022098297],"domain_scores_gemma":[0.99971133,0.00008739141,0.000010322774,0.0001402672,0.00004037053,0.000010230688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003123861,0.0010134818,0.00038484109,0.0006316894,0.00046351174,0.0017253631,0.0007447114,0.0006635566,0.034283835],"category_scores_gemma":[0.001032413,0.0005346289,0.0006030765,0.0006430176,0.001188678,0.0017168974,0.0012991714,0.0015557967,0.008694958],"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":[0.000033938253,0.000027945347,0.00014608589,0.00020203042,0.000025897552,0.000088311994,0.00029178153,0.02117535,0.0051515866,0.57498616,0.059683345,0.3381876],"study_design_scores_gemma":[0.000011369203,0.000031189946,0.0002396806,0.00010072455,0.00001801055,0.00019780504,0.00006364236,0.024794474,0.0023041582,0.3271403,0.6450812,0.000017343256],"about_ca_topic_score_codex":0.0011742545,"about_ca_topic_score_gemma":0.0012808845,"teacher_disagreement_score":0.034283835,"about_ca_system_score_codex":0.00074085005,"about_ca_system_score_gemma":0.00043419548,"threshold_uncertainty_score":0.1146909},"labels":[],"label_agreement":null},{"id":"W4389722201","doi":"10.1007/978-981-99-5869-6_5","title":"Tool and Techniques for Adaptable Design","year":2023,"lang":"en","type":"book-chapter","venue":"Research on intelligent manufacturing","topic":"Manufacturing Process and Optimization","field":"Engineering","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":"University of Manitoba; University of Calgary","funders":"","keywords":"Computer science","score_opus":0.15383938864138694,"score_gpt":0.3353908683585908,"score_spread":0.18155147971720384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389722201","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047339927,0.0015615496,0.9732092,0.00012080669,0.00014442614,0.000025165757,0.000047157366,0.0009723731,0.023446053],"genre_scores_gemma":[0.03844303,0.0055912524,0.8956475,0.00029304644,0.00020801181,0.00029727517,0.00029114552,0.000803933,0.058424715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995283,0.00006412421,0.000028731334,0.00008007992,0.00027236532,0.000026395797],"domain_scores_gemma":[0.99964,0.00016752619,0.000014685733,0.00012748987,0.00004227747,0.000008068711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004078545,0.0013968705,0.00070704473,0.00097234146,0.0004553283,0.0015034304,0.0015293777,0.00091020996,0.01521767],"category_scores_gemma":[0.001120973,0.0009225303,0.0012534925,0.0011832409,0.0012863348,0.0015944426,0.0011741846,0.0026806183,0.004980556],"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":[0.000025723719,0.000046620884,0.00010615534,0.00046917782,0.00005930055,0.00014369654,0.00021869208,0.074791245,0.011684539,0.49627113,0.019126423,0.39705732],"study_design_scores_gemma":[0.00002604042,0.00004927316,0.00020468248,0.00022238985,0.000044950535,0.00037418664,0.000047063702,0.14602232,0.006499175,0.54539806,0.30107298,0.00003888598],"about_ca_topic_score_codex":0.0010198083,"about_ca_topic_score_gemma":0.0011621636,"teacher_disagreement_score":0.01521767,"about_ca_system_score_codex":0.0006003315,"about_ca_system_score_gemma":0.0004362171,"threshold_uncertainty_score":0.05090815},"labels":[],"label_agreement":null},{"id":"W4389722228","doi":"10.1007/978-981-99-5869-6_3","title":"Evaluation for Adaptable Design","year":2023,"lang":"en","type":"book-chapter","venue":"Research on intelligent manufacturing","topic":"Manufacturing Process and Optimization","field":"Engineering","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":"University of Manitoba; University of Calgary","funders":"","keywords":"Computer science; Engineering drawing; Engineering","score_opus":0.3142992756961897,"score_gpt":0.3803726963862523,"score_spread":0.06607342069006261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389722228","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036290932,0.0023167739,0.89664876,0.00055582216,0.00027732714,0.00050244,0.0003710205,0.0022563736,0.060780574],"genre_scores_gemma":[0.57873553,0.0009617515,0.39829308,0.0003276343,0.0001279851,0.0007625802,0.0012237169,0.0009308836,0.018636813],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99052715,0.003899089,0.00031319723,0.00074913324,0.004231402,0.00028012774],"domain_scores_gemma":[0.985967,0.008924321,0.0004217155,0.0024879482,0.0020271947,0.00017185729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056206468,0.0013491136,0.001236833,0.0015061443,0.00043562768,0.0024907058,0.0014793664,0.0009933629,0.01907911],"category_scores_gemma":[0.03222765,0.00040069205,0.00082630914,0.0012414067,0.0012500808,0.003081566,0.0017489677,0.0013575249,0.0018131576],"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":[0.0008167138,0.0003198087,0.0014774766,0.0005321163,0.000116192685,0.00006823785,0.00014692488,0.22576818,0.005709714,0.10798633,0.008742367,0.64831597],"study_design_scores_gemma":[0.00007716859,0.00029453772,0.00082291657,0.00013570143,0.00005749052,0.000048061196,0.00009107662,0.8788642,0.006112744,0.10260962,0.010861054,0.00002543435],"about_ca_topic_score_codex":0.001820872,"about_ca_topic_score_gemma":0.0018731679,"teacher_disagreement_score":0.01907911,"about_ca_system_score_codex":0.0020880061,"about_ca_system_score_gemma":0.0011669903,"threshold_uncertainty_score":0.063826025},"labels":[],"label_agreement":null},{"id":"W4389722271","doi":"10.1007/978-981-99-5869-6_6","title":"Applications of Adaptable Design","year":2023,"lang":"en","type":"book-chapter","venue":"Research on intelligent manufacturing","topic":"Product Development and Customization","field":"Business, Management and Accounting","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":"University of Manitoba; University of Calgary","funders":"","keywords":"Computer science","score_opus":0.17116313628603502,"score_gpt":0.32714343048206224,"score_spread":0.1559802941960272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389722271","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050189435,0.004590485,0.825216,0.0013933781,0.00035426725,0.000067160756,0.000065900895,0.0011106384,0.16218315],"genre_scores_gemma":[0.4045532,0.010300919,0.49501708,0.0013830347,0.00048130017,0.00039934818,0.00033267753,0.0008510893,0.086681314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986482,0.00047357217,0.00006380835,0.00022839407,0.0005042542,0.00008173629],"domain_scores_gemma":[0.9983022,0.0008794614,0.000067933586,0.00057838066,0.00012977445,0.000042261257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011593137,0.00083837874,0.0003947573,0.00083728787,0.0005959754,0.0026425286,0.0012843973,0.0012761342,0.015639478],"category_scores_gemma":[0.0042597293,0.00058576406,0.000859488,0.0008686019,0.0027163015,0.0027930483,0.002067978,0.0017390258,0.0022434294],"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":[0.000023260012,0.000025726411,0.00024434086,0.00015867193,0.000028665143,0.0001007589,0.0003849671,0.014567098,0.001768265,0.8682558,0.005397627,0.109044865],"study_design_scores_gemma":[0.000018848326,0.00003072273,0.00016941006,0.00012596836,0.000026037516,0.00025018063,0.00011349102,0.036307916,0.0023776274,0.7685591,0.19200064,0.000020072763],"about_ca_topic_score_codex":0.0009917445,"about_ca_topic_score_gemma":0.00091283506,"teacher_disagreement_score":0.015639478,"about_ca_system_score_codex":0.00095052214,"about_ca_system_score_gemma":0.00056479854,"threshold_uncertainty_score":0.05231929},"labels":[],"label_agreement":null}]}