{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6f4b09916c7d","filters":{"venue":"Landscape Architecture Frontiers"}},"results":[{"id":"W2891905665","doi":"10.15302/j-laf-20180212","title":"“MORE BUZZWORDS THAN ANSWERS” — TO SIDEWALK LABS IN TORONTO","year":2018,"lang":"en","type":"article","venue":"Landscape Architecture Frontiers","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Booth University College","funders":"","keywords":"Political science","authors":[{"name":"Mariana Valverde","is_ca":true},{"name":"Alexandra FLNN","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007239266812993879,"gpt":0.2266131903728444,"spread":0.2193739235598505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002291337,0.0005721477,0.00060542,0.0004076672,0.0001522121,0.0001092466,0.0007540226,0.0003789722,0.0004914882],"category_scores_gemma":[0.0001501781,0.0005149781,0.0001766837,0.0006480444,0.00018638,0.0001851729,0.0002209531,0.0005183211,0.0001919203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213038,"about_ca_system_score_gemma":0.00003459561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009927012,"about_ca_topic_score_gemma":0.08805503,"domain_scores_codex":[0.9973875,0.00004971333,0.0004507052,0.0006141346,0.0003897859,0.00110822],"domain_scores_gemma":[0.9984576,0.00007220128,0.00005259149,0.001086639,0.00006322753,0.000267784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005032714,0.0001241296,0.1160136,0.0002467709,0.0004962055,0.00003700556,0.02647798,0.009927114,0.005569203,0.0006995388,0.7666772,0.07322793],"study_design_scores_gemma":[0.000811138,0.0001329113,0.01395383,0.00009964629,0.00003376659,0.00003111795,0.002398717,0.0002446481,0.0006384132,0.001622618,0.97913,0.0009032234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732359,0.00497967,0.08844529,0.002136869,0.003487304,0.0007574435,0.0001362256,0.00233832,0.02448293],"genre_scores_gemma":[0.8709711,0.0002588339,0.1211759,0.000643997,0.00122084,0.0001464176,0.0001571438,0.0002228546,0.005202903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2124528,"threshold_uncertainty_score":0.9997302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754635873","doi":"10.15302/j-laf-20170304","title":"From possession to use — An Interview with Dajian Zhu on sharing economy and sharing city","year":2017,"lang":"en","type":"article","venue":"Landscape Architecture Frontiers","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Sharing economy; Possession (linguistics); Urbanization; Business; China; Promotion (chess); Consumption (sociology); Economy; Marketing; Economic system; Economics; Economic growth; Political science; Sociology; Law","authors":[{"name":"Dajian Zhu","is_ca":true},{"name":"Yishuang She","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03860281953209467,"gpt":0.2433126702725216,"spread":0.2047098507404269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002480152,0.0003137958,0.0003483758,0.0002545352,0.0006310318,0.002480404,0.000773799,0.00009615545,0.0001846573],"category_scores_gemma":[0.00006407372,0.0002350078,0.00006047915,0.00007373127,0.00004700233,0.002198762,0.0005363853,0.0003015423,0.00005518652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002161971,"about_ca_system_score_gemma":0.000008709148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345251,"about_ca_topic_score_gemma":0.002369587,"domain_scores_codex":[0.9985401,0.000005293332,0.0002175834,0.0007507327,0.0001053931,0.0003808832],"domain_scores_gemma":[0.9986313,0.00002573384,0.0002270751,0.0009963888,0.00003261675,0.00008686939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003316372,0.00003943724,0.9511872,0.0000776528,0.00009169069,0.00001559637,0.0004944719,0.0003622097,0.00002120981,0.0005065526,0.002150769,0.04472155],"study_design_scores_gemma":[0.001739264,0.00009141256,0.6911669,0.0007499115,0.0001182147,0.000009656625,0.0003237267,0.005459929,0.00005070244,0.02800412,0.2712486,0.001037601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786337,0.00004086527,0.009246304,0.001515395,0.0004233223,0.0003028741,0.00001439749,0.0001331748,0.00968994],"genre_scores_gemma":[0.9895599,0.000005019775,0.005365335,0.003421791,0.0009933738,0.00002323302,0.0001345715,0.00004890013,0.0004478123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2690978,"threshold_uncertainty_score":0.9985551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388831533","doi":"10.15302/j-laf-1-030037","title":"Positioning Landscape Architecture in a Global Context: Review on Critical Landscape Planning During the Belt and Road Initiative","year":2023,"lang":"en","type":"article","venue":"Landscape Architecture Frontiers","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Landscape architecture; Context (archaeology); Architecture; Landscape planning; Landscape design; China; Regional planning; Conceptual framework; Landscape contracting; Studio; Landscape assessment; Sociology; Urban planning; Environmental planning; Geography; Engineering; Civil engineering; Archaeology; Social science","authors":[{"name":"Taro Zheming CAI","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009073734423948727,"gpt":0.242283139922668,"spread":0.2332094054987192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006292583,0.0004832393,0.0005617667,0.0001917923,0.00052389,0.000123709,0.0004454185,0.0001758149,0.0002605573],"category_scores_gemma":[0.0003329514,0.0003309222,0.0001395517,0.001135736,0.0002450211,0.0001330598,0.0002432656,0.0008550814,0.0001086165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007413849,"about_ca_system_score_gemma":0.00002532743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005705348,"about_ca_topic_score_gemma":0.0001602905,"domain_scores_codex":[0.9968627,0.0004024801,0.0004362226,0.0007949637,0.0005912998,0.0009123125],"domain_scores_gemma":[0.9987813,0.0003840412,0.0001241765,0.0004392163,0.0000140768,0.0002571828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006133842,0.00008358069,0.6935645,0.0003364514,0.0001105217,0.0006461617,0.00552816,0.008324566,0.0001340641,0.0001013182,0.2767056,0.01385163],"study_design_scores_gemma":[0.002991337,0.0004903603,0.965939,0.002838142,0.0001615457,0.0005948007,0.002417804,0.004611123,0.00005319314,0.002420057,0.01624393,0.001238641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165545,0.03018273,0.002466056,0.01648762,0.0008270367,0.001702486,0.0003496866,0.0007457935,0.03068409],"genre_scores_gemma":[0.9950991,0.0004051709,0.0005987517,0.003113135,0.0001798512,0.00010641,0.0001459598,0.00004787993,0.000303734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2723745,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404355473","doi":"10.15302/j-laf-1-050061","title":"Place in Movement: Tracing Human-Altered Landscapes Along the Niagara Escarpment","year":2024,"lang":"en","type":"article","venue":"Landscape Architecture Frontiers","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Escarpment; Movement (music); Tracing; Geography; Archaeology; Art; Computer science; Aesthetics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007627440103774957,"gpt":0.254562848493815,"spread":0.2469354083900401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008072602,0.0001798328,0.0002065405,0.0002498621,0.0006983457,0.00002548633,0.0004017527,0.0001483123,0.0001836381],"category_scores_gemma":[0.00004371967,0.000122375,0.0001185151,0.0003746137,0.000304448,0.0001210034,0.00007044527,0.0006472939,0.00002017824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274841,"about_ca_system_score_gemma":0.000101865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005623003,"about_ca_topic_score_gemma":0.02531656,"domain_scores_codex":[0.9982464,0.0003243075,0.000233165,0.0003570638,0.0003270525,0.0005120498],"domain_scores_gemma":[0.9994742,0.0001774996,0.00004353706,0.0001957342,0.00001384295,0.00009522442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003103054,0.0001044826,0.08365674,0.0001650829,0.0003308758,0.0003152981,0.4815842,0.004204518,0.0005144988,0.01233714,0.3203324,0.09614447],"study_design_scores_gemma":[0.001145238,0.0001396819,0.01977804,0.0003006763,0.0000914938,0.00001321376,0.01137497,0.001489738,0.0001859267,0.04585627,0.9188889,0.0007358563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8002476,0.1002089,0.005126773,0.02460102,0.005975008,0.001320228,0.00003016441,0.0006579425,0.06183231],"genre_scores_gemma":[0.9941301,0.0003796643,0.0008061546,0.0005023621,0.0005731427,0.00003855715,0.00001506328,0.00001996646,0.003535005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5985565,"threshold_uncertainty_score":0.9924689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408283267","doi":"10.15302/j-laf-1-050062","title":"Auto-Ethnography: Connecting to the Nearby","year":2024,"lang":"en","type":"article","venue":"Landscape Architecture Frontiers","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnography; Sociology; Communication; Geography; History; Anthropology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009841658579352682,"gpt":0.2595516221714337,"spread":0.2497099635920811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006836136,0.0001679124,0.0001676567,0.0002228201,0.0008361528,0.0003383615,0.0004294737,0.00009765272,0.0001808428],"category_scores_gemma":[0.0001214781,0.0001115899,0.0001832964,0.0008632586,0.0001006248,0.00007733941,0.00007500592,0.0003556235,0.0001059775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004955321,"about_ca_system_score_gemma":0.0001666138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006216555,"about_ca_topic_score_gemma":0.001879758,"domain_scores_codex":[0.9983485,0.0001555416,0.0001755812,0.0003536454,0.0004213766,0.0005453916],"domain_scores_gemma":[0.999368,0.0001302153,0.00002706804,0.0002299404,0.00002942454,0.0002153671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003274649,0.00001328402,0.002156972,0.00001959708,0.0001540457,0.00004995461,0.3183982,0.0005456173,0.00002978631,0.0009813952,0.5359704,0.141648],"study_design_scores_gemma":[0.00009001128,0.00002836718,0.001424514,0.00003665186,0.00002423735,0.000005843443,0.02187877,0.0003012707,0.00001788041,0.001927431,0.9740691,0.0001958975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3095464,0.03417756,0.3641775,0.1376667,0.02093967,0.002053397,0.00007273777,0.003009796,0.1283562],"genre_scores_gemma":[0.9786905,0.0001274269,0.01415043,0.001944541,0.001674271,0.00004930733,0.000009680001,0.00004321114,0.003310642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.669144,"threshold_uncertainty_score":0.6431096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375842151","doi":"10.15302/j-laf-1-050051","title":"Terrain-Specific: Contemporary Landscape Architecture in Canada","year":2022,"lang":"en","type":"article","venue":"Landscape Architecture Frontiers","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Cultural landscape; Landscape architecture; Landscape design; Geography; Landscape archaeology; Landscape history; Context (archaeology); Architecture; Landscape planning; Terrain; Environmental resource management; Environmental ethics; Ecology; Archaeology; Environmental planning; Cartography","authors":[{"name":"Bhavika SHARMA","is_ca":true},{"name":"Alissa North","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01244277677239121,"gpt":0.1710371542044819,"spread":0.1585943774320907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001866311,0.0004374128,0.0005800474,0.0002410494,0.0009121835,0.0001201,0.0005848144,0.0000403688,0.003937447],"category_scores_gemma":[0.00001102915,0.0003214133,0.0001713003,0.0002117559,0.000111178,0.0001030821,0.0002864975,0.0008644561,0.00001202016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279163,"about_ca_system_score_gemma":0.0003813033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1856058,"about_ca_topic_score_gemma":0.8591627,"domain_scores_codex":[0.9974055,0.0002026781,0.0004619375,0.0005776226,0.0006343947,0.0007178381],"domain_scores_gemma":[0.9991982,0.00007399729,0.0001521339,0.0003747843,0.00003945662,0.0001614552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003734007,0.0000775728,0.04063974,0.00003199298,0.0001592912,0.000252292,0.05014004,0.002209308,0.00002643463,0.001416589,0.8942406,0.01043272],"study_design_scores_gemma":[0.001312219,0.0001157234,0.003096321,0.00001475157,0.00001408702,0.00003520244,0.04090354,0.000070393,0.00001042172,0.001238793,0.9526637,0.0005248938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4415708,0.03146314,0.0002996436,0.01742403,0.006899889,0.00148514,0.001194583,0.0003847307,0.499278],"genre_scores_gemma":[0.9911357,0.00005801804,0.0001582271,0.002610298,0.0007087016,0.0001681903,0.0002599299,0.00005400643,0.004846951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6735569,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3178925532","doi":"10.15302/j-laf-1-030024","title":"From Rubble to Refuge—Tommy Thompson Park in Toronto, Canada","year":2021,"lang":"en","type":"article","venue":"Landscape Architecture Frontiers","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rubble; Wildlife; National park; Wildlife refuge; Geography; Habitat; Archaeology; Ecology","authors":[{"name":"Walter H. Kehm","is_ca":false},{"name":"Peter Del Tredici","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004468553774360251,"gpt":0.1895980727819831,"spread":0.1851295190076228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001055113,0.0002488047,0.0003620845,0.000009556607,0.0001304451,0.00007212735,0.0003359118,0.0001312646,0.001347227],"category_scores_gemma":[0.0001171244,0.00009961086,0.0001045961,0.0004484197,0.00001972669,0.00007742176,0.0001227747,0.000244963,0.000007717272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000360271,"about_ca_system_score_gemma":0.0001049159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4119882,"about_ca_topic_score_gemma":0.9850398,"domain_scores_codex":[0.9980649,0.0001776479,0.0002706282,0.0005994125,0.000325701,0.0005617357],"domain_scores_gemma":[0.9992905,0.0001180004,0.0000501258,0.0001798005,0.00007763835,0.0002839007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003610006,0.0002937577,0.3802542,0.00002619406,0.0001160105,0.0002578938,0.00232569,0.0004011757,0.02847097,0.000173332,0.4773476,0.1099722],"study_design_scores_gemma":[0.000190288,0.00004479206,0.2832781,0.00001510245,0.00001205324,0.000005475031,0.002369222,0.000009647658,0.000528832,0.0009459413,0.7123021,0.0002984009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98353,0.002422873,0.0001167819,0.00810079,0.0005704397,0.0002586491,0.0001770656,0.00005974528,0.004763638],"genre_scores_gemma":[0.9892068,0.00003044819,0.003623871,0.002117741,0.0007480415,0.00003589057,0.0005379578,0.000002977192,0.00369626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5730516,"threshold_uncertainty_score":0.9995657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804109515","doi":"10.15302/j-laf-20170614","title":"Phantom Ecolog y: Aesthetics, Ethics, and Ecology","year":2017,"lang":"en","type":"article","venue":"Landscape Architecture Frontiers","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Land reclamation; Landscape design; Oil sands; Landscape planning; Scale (ratio); Geography; Ecology; Archaeology; Environmental resource management; Environmental planning; Asphalt; Environmental science; Cartography","authors":[{"name":"Fionn Byrne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012310354582162,"gpt":0.241010644564029,"spread":0.2287002899818669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004909065,0.0002015554,0.0002130803,0.00003189484,0.001202434,0.00008179085,0.0005032793,0.0003005869,0.0004669704],"category_scores_gemma":[0.0001796664,0.0001707048,0.00005934962,0.0000260292,0.001267114,0.0001438745,0.0005117313,0.0009850492,0.0001520456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004120053,"about_ca_system_score_gemma":0.000009355273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007529442,"about_ca_topic_score_gemma":0.0005326705,"domain_scores_codex":[0.9986726,0.0001297602,0.0001486133,0.0004373481,0.0002338934,0.0003777567],"domain_scores_gemma":[0.9990183,0.00008506561,0.0001251264,0.000584449,0.000002778833,0.0001843072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008222114,0.00008219181,0.9633961,0.00001787611,0.00004124393,0.00005084035,0.003128329,0.000721645,0.0005648919,0.0004978975,0.01232332,0.01909344],"study_design_scores_gemma":[0.001222505,0.0002985634,0.8119667,0.00001435324,0.00005896416,0.00007942472,0.0002401576,0.0005481435,0.0005350096,0.09972728,0.08475321,0.0005557343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799186,0.0003479329,0.002550518,0.04172607,0.001235436,0.0003913418,0.00002792328,0.0001010439,0.07370113],"genre_scores_gemma":[0.9892194,0.0002297933,0.007667405,0.001969119,0.0001028298,0.000010531,0.0000078453,0.00002309255,0.0007699879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1514295,"threshold_uncertainty_score":0.9248269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}