{"meta":{"query_hash":"f6d8154e916b","filters":{"venue":"Utah State University Press eBooks"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"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/f6d8154e916b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Utah+State+University+Press+eBooks"},"results":[{"id":"W2478873584","doi":"10.7330/9780874218985.c001","title":"Three Dark-Brown Maidens and the Brommtopp: (De)Constructing Masculinities in Southern Manitoba Mennonite Mumming","year":2014,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.01752969953426773,"score_gpt":0.18291077547677612,"score_spread":0.1653810759425084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478873584","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003278736,0.00017678001,0.00013661073,0.000058165235,0.00020297061,0.00036274252,0.00017465225,0.000055016157,0.9955543],"genre_scores_gemma":[0.0026928147,0.00043176493,0.00012618506,0.00007215537,0.00015464168,9.690086e-7,0.0000057738553,0.000030218318,0.9964855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986377,0.00016029712,0.00019768333,0.0003184727,0.00030512214,0.00038074123],"domain_scores_gemma":[0.9990319,0.00025742644,0.00023363883,0.00025022414,0.00007370156,0.00015311007],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006904411,0.00020696186,0.00034152233,0.0004250723,0.001289796,0.00039557499,0.00043781596,0.00023529453,0.000086609616],"category_scores_gemma":[0.0000152283255,0.00024774828,0.00013515736,0.0000136943945,0.002816513,0.000095754214,0.00020924736,0.0005430356,0.000015841828],"study_design_candidate":"not_applicable","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":[0.000114537484,0.000002578165,0.00006886456,0.000081355094,0.000121806566,0.00032749,0.101152875,0.0000059211416,0.00000129299,0.8792844,0.0006259402,0.018212989],"study_design_scores_gemma":[0.00081929,0.000008939232,0.000010950807,0.00016056807,0.00011593805,0.00000917205,0.025621597,0.000015144999,1.227858e-7,0.013666028,0.95925903,0.00031321833],"about_ca_topic_score_codex":0.60086554,"about_ca_topic_score_gemma":0.9475221,"teacher_disagreement_score":0.95863307,"about_ca_system_score_codex":0.0007770056,"about_ca_system_score_gemma":0.00047719618,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W2486395950","doi":"10.7330/9781607324058.c002","title":"2 The 1979 Ottawa Conference and Its Inscriptions","year":2016,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Canadian Identity and History","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":"Rhetoric; Composition (language); Moment (physics); History; Art; Literature; Linguistics; Philosophy; Physics","score_opus":0.02649761325111525,"score_gpt":0.19942113148577656,"score_spread":0.17292351823466132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486395950","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036133813,0.00029857908,0.000016259684,0.00027592678,0.00030022257,0.00022183613,0.0004546487,0.00004606288,0.9983503],"genre_scores_gemma":[0.00076332694,0.0035478815,0.0000038239727,0.00003671544,0.00007378906,4.3545475e-7,0.0000025966838,0.0000104679675,0.99556094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991423,0.0000616432,0.0000971964,0.00022876506,0.00023256893,0.00023755823],"domain_scores_gemma":[0.9992344,0.00009307385,0.00012682962,0.00017515439,0.00015890624,0.00021163476],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001551379,0.000122049416,0.00013884646,0.00018356541,0.0025804574,0.00030553647,0.00036569932,0.00016172916,0.00018512849],"category_scores_gemma":[0.000018132332,0.00012791707,0.000068937436,0.00000585712,0.0013502665,0.00012839059,0.00011656834,0.0002187602,0.00005014298],"study_design_candidate":"not_applicable","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":[0.000008957506,0.0000011868466,3.0051714e-7,0.000008133984,0.000032862445,0.000036864563,0.0030504288,5.2541584e-8,0.0000036753165,0.9735986,0.01639318,0.0068657463],"study_design_scores_gemma":[0.00012948876,0.0000098392,0.0000056332715,0.000053421812,0.00004240908,8.4247534e-7,0.00021302993,0.0000010445975,7.8120837e-7,0.0047472217,0.99462306,0.0001732281],"about_ca_topic_score_codex":0.05952105,"about_ca_topic_score_gemma":0.66411006,"teacher_disagreement_score":0.9782299,"about_ca_system_score_codex":0.0004840174,"about_ca_system_score_gemma":0.0007580964,"threshold_uncertainty_score":0.998718},"labels":[],"label_agreement":null},{"id":"W2487358706","doi":"10.7330/9780874219722.c018","title":"Seeking Growth through Independence: A Professional Writing and Rhetoric Program in Transition at Elon University","year":2015,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Rhetoric; Independence (probability theory); Transition (genetics); Political science; Psychology; Pedagogy; Linguistics; Chemistry; Philosophy","score_opus":0.05574138846911755,"score_gpt":0.306917478579008,"score_spread":0.2511760901098904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487358706","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017880563,0.0000950422,0.000045539866,0.0002036921,0.00028692413,0.0009532964,0.0001344936,0.00011894618,0.98028153],"genre_scores_gemma":[0.09977716,0.0003111226,0.00016119995,0.000028636978,0.0001776346,0.0000010766537,0.000036732356,0.000021895452,0.8994845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982612,0.00025441812,0.00018646932,0.00041409335,0.0005446903,0.00033909336],"domain_scores_gemma":[0.99898374,0.00009633365,0.00026013653,0.00013490042,0.00033226813,0.00019259598],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050885376,0.00022309911,0.00029301783,0.00021521594,0.000699422,0.000052486357,0.00025162016,0.00042599055,0.000035546094],"category_scores_gemma":[0.000013116559,0.0002747746,0.000071099814,0.000041559226,0.00033510043,0.0003381666,0.00016235918,0.00046704258,0.0000054108405],"study_design_candidate":"not_applicable","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":[0.00017286818,0.000048583806,0.0003548164,0.0002136982,0.000063827036,0.00021104416,0.20391412,0.0000047812705,0.000009941556,0.78944486,0.002073717,0.0034877337],"study_design_scores_gemma":[0.0007031145,0.0000483112,0.00011807468,0.0004943454,0.000049187795,0.00000538371,0.017174874,0.000016329663,0.0000032480857,0.002982845,0.97800237,0.00040189194],"about_ca_topic_score_codex":0.011569355,"about_ca_topic_score_gemma":0.0026973647,"teacher_disagreement_score":0.97592866,"about_ca_system_score_codex":0.0010322795,"about_ca_system_score_gemma":0.0006354526,"threshold_uncertainty_score":0.99997044},"labels":[],"label_agreement":null},{"id":"W2491562652","doi":"10.7330/9780874219722.c011","title":"They Could Be Our Students: The Writing Major at Texas Christian University","year":2015,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Mathematics education; Sociology; History; Psychology","score_opus":0.06884413575842621,"score_gpt":0.34085745931811623,"score_spread":0.27201332355969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491562652","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020183832,0.00009116274,0.000048910097,0.0009307357,0.00061934366,0.0008675512,0.000269916,0.00013496124,0.995019],"genre_scores_gemma":[0.031446084,0.0004324421,0.00013074823,0.000103442595,0.0002730277,3.3726545e-7,0.000030632506,0.00003996316,0.9675433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968985,0.0006049818,0.00019926514,0.00060208485,0.0012169206,0.0004783038],"domain_scores_gemma":[0.99745506,0.0003435004,0.0006734034,0.00057840755,0.0006559488,0.00029368445],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012767874,0.0003543155,0.00033192645,0.00018224424,0.0019157396,0.00019826692,0.001780873,0.00037277213,0.00009863538],"category_scores_gemma":[0.000115016155,0.00036498733,0.0001687022,0.00002865943,0.00054172194,0.00040727752,0.0010115039,0.000856192,0.000074343814],"study_design_candidate":"not_applicable","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":[0.0009653953,0.00016396405,0.0011666403,0.00010494169,0.001427027,0.00070841366,0.13688217,0.000077856836,0.000015783335,0.75134104,0.09918645,0.007960319],"study_design_scores_gemma":[0.00046290248,0.00004055464,0.000098846715,0.00006738999,0.00032262583,0.0000032317487,0.022261448,0.000004459106,0.000005465206,0.0017586324,0.9745808,0.00039361883],"about_ca_topic_score_codex":0.01829942,"about_ca_topic_score_gemma":0.0089780865,"teacher_disagreement_score":0.87539434,"about_ca_system_score_codex":0.0027881777,"about_ca_system_score_gemma":0.00069485966,"threshold_uncertainty_score":0.9998802},"labels":[],"label_agreement":null},{"id":"W3006869554","doi":"10.7330/9781607329329.c014","title":"“I Can’t Go On, I’ll Go On”: Liminality in Undergraduate Writing","year":2020,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":2,"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":"York University; Harvard University; University of Cambridge; Utah State University","keywords":"Liminality; Go/no go; Goto; Art; Psychology; Computer science; Aesthetics; Programming language","score_opus":0.04345801936200497,"score_gpt":0.22811698670781394,"score_spread":0.18465896734580897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006869554","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000340387,0.00009232063,0.000005655562,0.0007356044,0.00017665952,0.0003135208,0.000980035,0.0001216799,0.99723417],"genre_scores_gemma":[0.05561995,0.00015450426,0.00001561823,0.00061389804,0.00027062136,0.0000014139212,0.00008840548,0.000062527855,0.94317305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979295,0.00009169977,0.00036242814,0.00072622503,0.00047885755,0.00041129254],"domain_scores_gemma":[0.9987194,0.000181132,0.00033560855,0.000486837,0.00014110107,0.00013593478],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013666571,0.00055985065,0.00072048797,0.00031180127,0.00042961724,0.00017467192,0.0005039115,0.00011826414,0.0002859014],"category_scores_gemma":[0.000018706616,0.0005874327,0.00031541727,0.00000841175,0.0006523762,0.00009097807,0.0003869097,0.00078209623,0.00011468183],"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":[0.00014300027,0.000034217483,0.0000028873483,0.00011138957,0.0005805297,0.0013509833,0.01654655,0.000067934445,5.5092255e-7,0.9671292,0.011613325,0.0024194722],"study_design_scores_gemma":[0.0005986542,0.0001866703,0.0000054566995,0.0005339822,0.00042777418,0.0000012081599,0.005201595,0.000045001358,0.000018257473,0.011152377,0.9810759,0.0007531223],"about_ca_topic_score_codex":0.0016680916,"about_ca_topic_score_gemma":0.009534995,"teacher_disagreement_score":0.9694626,"about_ca_system_score_codex":0.00030027702,"about_ca_system_score_gemma":0.000079161175,"threshold_uncertainty_score":0.9996577},"labels":[],"label_agreement":null},{"id":"W3007574828","doi":"10.7330/9781607327851.c002","title":"2 Branding Unibroue: Selling Québécois Folklore through Beer","year":2019,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":1,"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":"Folklore; Advertising; Business; Art; Literature","score_opus":0.028680711829985536,"score_gpt":0.1885353592968241,"score_spread":0.15985464746683858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007574828","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005617373,0.00023922135,0.00003504814,0.000115851326,0.0002587067,0.00046418206,0.00044981687,0.0001648082,0.992655],"genre_scores_gemma":[0.0042219777,0.00047014575,0.00008765121,0.00013664235,0.00030934892,3.245516e-7,0.00025192465,0.0000063028283,0.99451566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843687,0.000037402457,0.00021059469,0.0006110399,0.00031886646,0.00038521696],"domain_scores_gemma":[0.99925107,0.00012042448,0.00024117737,0.00014986022,0.0001103019,0.0001271972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007518057,0.00043292876,0.00045106892,0.000023122597,0.00036127403,0.000083020495,0.0005094946,0.0004135651,0.0003321336],"category_scores_gemma":[0.0000024221763,0.00021669186,0.00033310248,0.000018602666,0.00011617037,0.00019595353,0.00027970315,0.0005028919,0.000084749685],"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":[0.0012752735,0.00015505674,0.00008065205,0.0004473809,0.0017581297,0.003162662,0.012984146,0.0003183621,0.008916441,0.79687554,0.08676588,0.08726046],"study_design_scores_gemma":[0.00026861284,0.00013634229,0.000020147945,0.00015966168,0.00012728733,0.000014511068,0.0002000204,0.000019552966,0.00020430735,0.00204063,0.99626386,0.0005450923],"about_ca_topic_score_codex":0.00410972,"about_ca_topic_score_gemma":0.0015802914,"teacher_disagreement_score":0.909498,"about_ca_system_score_codex":0.00009597975,"about_ca_system_score_gemma":0.00003534875,"threshold_uncertainty_score":0.88364375},"labels":[],"label_agreement":null},{"id":"W3007708238","doi":"10.7330/9781607329329.c012","title":"Threshold Concepts and the Phenomenal Forms","year":2020,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":1,"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":"York University; Harvard University; University of Cambridge; Utah State University","keywords":"Psychology; Cognitive science; Cognitive psychology; Computer science","score_opus":0.029271143257767786,"score_gpt":0.2418357898392041,"score_spread":0.2125646465814363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007708238","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009287927,0.00013919317,0.00017297847,0.0003257218,0.00015638406,0.0003849901,0.00020031151,0.000056884248,0.99847066],"genre_scores_gemma":[0.13840005,0.000057284324,0.000014805982,0.0006150125,0.000089939604,0.0000010118415,0.000008122606,0.000020030078,0.86079377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99886763,0.000048146587,0.00014133673,0.00046301755,0.00021687809,0.00026297616],"domain_scores_gemma":[0.99912447,0.00017090172,0.00013681152,0.00033253554,0.000035867266,0.0001994334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000153103,0.000251031,0.0003193815,0.000039127604,0.00022571177,0.000040476585,0.00054938236,0.00015662449,0.00028976816],"category_scores_gemma":[0.000004968382,0.00017912392,0.00012104902,0.000007778163,0.0024596169,0.000052426647,0.00041580942,0.00050332217,0.0000568293],"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":[0.0006768341,0.0000046769524,4.0448637e-7,0.000011043404,0.00013013829,0.00018525789,0.0023704232,7.6755487e-7,0.0000018725282,0.9941943,0.0004677008,0.0019565225],"study_design_scores_gemma":[0.001353482,0.000070738584,0.0000032712092,0.000023123423,0.00008501026,0.00000977348,0.00008237689,0.00002792918,0.000005888579,0.530433,0.46769136,0.00021404948],"about_ca_topic_score_codex":0.000040895065,"about_ca_topic_score_gemma":0.0000032720725,"teacher_disagreement_score":0.46722364,"about_ca_system_score_codex":0.000033353386,"about_ca_system_score_gemma":0.000024723582,"threshold_uncertainty_score":0.9062561},"labels":[],"label_agreement":null},{"id":"W3007744576","doi":"10.7330/9781607329329.c005","title":"Rhetoric as Persistently “Troublesome Knowledge: Implications for Disciplinarity","year":2020,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"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":"York University; Harvard University; University of Cambridge; Utah State University","keywords":"Rhetoric; Sociology; Aesthetics; Epistemology; Philosophy; Linguistics","score_opus":0.10548524951069273,"score_gpt":0.2617389791064359,"score_spread":0.15625372959574318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007744576","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016376627,0.00065754354,0.00024624888,0.00064265286,0.00032365238,0.0006971966,0.0012921949,0.00018439953,0.99593973],"genre_scores_gemma":[0.005602288,0.0005397433,0.00007229517,0.00006604317,0.00028384448,0.000012810656,0.00016396624,0.000049960967,0.99320906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988514,0.0000295236,0.00026114672,0.00046938856,0.00013628768,0.00025223815],"domain_scores_gemma":[0.99829423,0.00016750382,0.00028920372,0.0006118497,0.00048239194,0.00015481467],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00006626721,0.000367376,0.00046272768,0.000118765456,0.0014441017,0.00013462741,0.0007249226,0.000119984084,0.000100306315],"category_scores_gemma":[0.000008077437,0.00039171585,0.00037964637,0.0000063640937,0.0004736931,0.00012102079,0.000695474,0.0003302139,0.00008561203],"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":[0.00008113119,0.000027029635,0.0000010096948,0.000092128124,0.00034662348,0.000002754174,0.019867137,9.743686e-7,0.0000012417439,0.9511392,0.02652246,0.001918319],"study_design_scores_gemma":[0.00045555044,0.00011414621,0.0000050080216,0.000051216353,0.00031675916,0.0000014682824,0.0018355286,0.000014029937,0.000001981018,0.023093367,0.9736904,0.00042052832],"about_ca_topic_score_codex":0.00011695343,"about_ca_topic_score_gemma":0.00017478967,"teacher_disagreement_score":0.94716793,"about_ca_system_score_codex":0.00023720825,"about_ca_system_score_gemma":0.00013128309,"threshold_uncertainty_score":0.9998559},"labels":[],"label_agreement":null},{"id":"W3007830697","doi":"10.7330/9781607329329.c013","title":"Grappling with Threshold Concepts Over Time: A Perspective from Tutor Education","year":2020,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":2,"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":"York University; Harvard University; University of Cambridge; Utah State University","keywords":"TUTOR; Perspective (graphical); Time perspective; Mathematics education; Computer science; Psychology; Pedagogy; Artificial intelligence; Social psychology","score_opus":0.017126812395946253,"score_gpt":0.2178210981696544,"score_spread":0.20069428577370813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007830697","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028366025,0.00017412985,0.061159078,0.00004415785,0.00033770906,0.0005904127,0.000098360964,0.00030470185,0.9370078],"genre_scores_gemma":[0.003662045,0.000016662156,0.002776455,0.00009953048,0.00023054765,0.0000015319629,0.000021781367,0.000044566168,0.9931469],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982073,0.000037926213,0.00018066504,0.0008929999,0.00042384551,0.00025730088],"domain_scores_gemma":[0.9985939,0.00007376483,0.00034637094,0.00049310236,0.0003157812,0.0001770259],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006298769,0.00040609585,0.00040696544,0.0001423766,0.00023612347,0.00020177581,0.00082171836,0.0001641711,0.0000371799],"category_scores_gemma":[0.0000040156374,0.00041626548,0.00014566498,0.000020107429,0.00011365637,0.00025701307,0.0003861071,0.000593502,0.000067526074],"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":[0.000066892026,0.000011589617,0.000006980149,0.000020898142,0.00023907585,0.00016541046,0.0046310546,0.00015913059,0.00007928434,0.99239594,0.0008824116,0.0013413456],"study_design_scores_gemma":[0.00040736658,0.00015355708,0.00001574169,0.0005598028,0.000093890245,0.0000065189674,0.0003266319,0.002089981,0.0002621834,0.004070515,0.99128854,0.00072526536],"about_ca_topic_score_codex":0.0011830359,"about_ca_topic_score_gemma":0.000011029997,"teacher_disagreement_score":0.99040616,"about_ca_system_score_codex":0.00038346185,"about_ca_system_score_gemma":0.000384092,"threshold_uncertainty_score":0.99982893},"labels":[],"label_agreement":null},{"id":"W3008614784","doi":"10.7330/9781607329329.c008","title":"Doorss Between Disciplines: Threshold Concepts and the Community College Writing Program","year":2020,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"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":"York University; Harvard University; University of Cambridge; Utah State University","keywords":"Mathematics education; Computer science; Psychology","score_opus":0.0512655735830756,"score_gpt":0.2657343500330583,"score_spread":0.2144687764499827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008614784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012377086,0.00033928148,0.000006938415,0.00023431554,0.000085302054,0.00087476126,0.0019916147,0.00018595585,0.9950441],"genre_scores_gemma":[0.12173137,0.00014327069,0.000036664605,0.00011628494,0.00044400519,0.0000049417104,0.00012885449,0.000051900035,0.8773427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998556,0.00016492482,0.0003195513,0.00034774863,0.0003294524,0.00028231353],"domain_scores_gemma":[0.9984474,0.0004311395,0.00034573255,0.00048225082,0.00018313841,0.00011031485],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00029425998,0.00044149449,0.000780298,0.00009236697,0.0019543117,0.0002777698,0.0006674272,0.000099681165,0.00010797278],"category_scores_gemma":[0.000014345526,0.00033627587,0.00027057005,0.0000069257553,0.003997333,0.0001333154,0.0013381231,0.0009801553,0.000007677929],"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":[0.00010363077,0.0000140515795,0.0000089740115,0.0001307418,0.0012096008,0.00013324345,0.06355412,0.000001969632,1.0854044e-7,0.928789,0.0029570663,0.0030974995],"study_design_scores_gemma":[0.0014029164,0.00010066516,0.000005467118,0.00026524646,0.0014457079,0.0000020923176,0.04826068,0.00005686175,0.0000026861596,0.009169325,0.93875134,0.0005369913],"about_ca_topic_score_codex":0.0008586041,"about_ca_topic_score_gemma":0.0014377636,"teacher_disagreement_score":0.9357943,"about_ca_system_score_codex":0.00005180679,"about_ca_system_score_gemma":0.00003891645,"threshold_uncertainty_score":0.9999089},"labels":[],"label_agreement":null},{"id":"W3009011090","doi":"10.7330/9781607329329.c011","title":"Framing Graduate Teaching Assistant Preparation Around Threshold Concepts of Writing Studies","year":2020,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"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":"York University; Harvard University; University of Cambridge; Utah State University","keywords":"Framing (construction); Graduate students; Graduate education; Computer science; Mathematics education; Psychology; Pedagogy; Engineering","score_opus":0.1107655094268788,"score_gpt":0.3561919206657548,"score_spread":0.24542641123887599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009011090","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047500012,0.00027806254,0.00020922333,0.00006597335,0.00026852405,0.00058535114,0.000082729915,0.0001248574,0.9936353],"genre_scores_gemma":[0.23958796,0.0007539887,0.00038848075,0.000038069073,0.00023576558,0.0000010530206,0.000025084324,0.000032850297,0.75893676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979062,0.00013939205,0.00036187097,0.00046710414,0.0008196995,0.00030573548],"domain_scores_gemma":[0.9985216,0.00028149897,0.00062078785,0.00020513865,0.00025071827,0.00012024125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005293796,0.00030555314,0.00055722,0.00011940598,0.00086928066,0.0001105874,0.00045386987,0.00018311798,0.000016714233],"category_scores_gemma":[0.0000427727,0.0003546517,0.00019849685,0.000013839761,0.00062414404,0.00025302343,0.000363477,0.00056842365,0.000004499789],"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":[0.00017055891,0.00002108485,0.00015533697,0.00020227267,0.0008486156,0.00014153568,0.096199,0.000038005677,0.000089585395,0.8972536,0.0023894678,0.0024909896],"study_design_scores_gemma":[0.0011539877,0.00024898225,0.00007396585,0.0012697875,0.0007524558,9.3124544e-7,0.07648626,0.00027516208,0.00013097347,0.006745982,0.9117398,0.0011216721],"about_ca_topic_score_codex":0.0005401621,"about_ca_topic_score_gemma":0.00031624,"teacher_disagreement_score":0.9093504,"about_ca_system_score_codex":0.00031103854,"about_ca_system_score_gemma":0.00018309608,"threshold_uncertainty_score":0.99989057},"labels":[],"label_agreement":null},{"id":"W4220908907","doi":"10.7330/9781646421602.c011","title":"4 Sasquatch-Like Creatures in Newfoundland","year":2021,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"City University of New York","keywords":"Monster; Geography; History; Art history","score_opus":0.02110275182740347,"score_gpt":0.23411192164980837,"score_spread":0.2130091698224049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220908907","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034815038,0.0018602136,0.000018319453,0.000083159524,0.00046062525,0.00025178023,0.00006568511,0.00006937897,0.9968427],"genre_scores_gemma":[0.0015371679,0.0025700508,0.00016133365,0.00012703387,0.000096578835,3.3683975e-7,0.00003493977,0.000018132498,0.99545443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986121,0.00017518426,0.00014095701,0.0004221982,0.0003031294,0.00034642167],"domain_scores_gemma":[0.9991734,0.00018901221,0.00013917724,0.0002434517,0.0001021299,0.00015283858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020358397,0.00023270011,0.00034783228,0.00020580528,0.0004926806,0.0000074198747,0.00042322,0.0005678859,0.00029214],"category_scores_gemma":[0.000017213753,0.0002768444,0.00014448495,0.000012994199,0.0011774618,0.000097215634,0.00027086542,0.00079967966,0.000018258113],"study_design_candidate":"not_applicable","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":[0.00030003223,0.000017273964,0.00020233031,0.000043704444,0.00013459307,0.0029768974,0.02490346,0.000009556861,0.0000035392507,0.9445882,0.01582004,0.011000361],"study_design_scores_gemma":[0.0003373243,0.00002143849,0.000080005564,0.000086201544,0.000046221343,0.0000023002121,0.00026012107,0.0000014390798,0.0000013626651,0.0077329488,0.99113363,0.0002969903],"about_ca_topic_score_codex":0.020492738,"about_ca_topic_score_gemma":0.10459774,"teacher_disagreement_score":0.9753136,"about_ca_system_score_codex":0.00061459414,"about_ca_system_score_gemma":0.0004220455,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W4243524641","doi":"10.2307/j.ctt46nxcv.10","title":"Carnival in Canada:","year":2017,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Geography","score_opus":0.02790813418042098,"score_gpt":0.21614514857888661,"score_spread":0.18823701439846563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243524641","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043317865,0.00020563228,0.0000016664786,0.00010583552,0.00043220204,0.00022612784,0.00020562885,0.000027241116,0.99875236],"genre_scores_gemma":[0.0048279106,0.00021872243,0.000007600656,0.000025387708,0.00007861608,3.6259266e-7,0.000007937428,0.00001258908,0.9948209],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988643,0.00006141719,0.00011210147,0.000300869,0.0003651589,0.0002961421],"domain_scores_gemma":[0.9992853,0.000017529226,0.00020087213,0.00026668725,0.00010144959,0.00012820975],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00012436528,0.00020609955,0.00032713232,0.00006033919,0.0014615416,0.000026799655,0.0005392378,0.00014395446,0.00007318167],"category_scores_gemma":[0.00001710374,0.00023850493,0.000087107925,0.0000026903965,0.00047290704,0.00008083368,0.00016822077,0.0003838507,0.0000067734723],"study_design_candidate":"not_applicable","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":[0.00010156594,0.000007646473,0.00005077544,0.00006009697,0.00020748319,0.0025612945,0.07812253,0.000015064974,9.931572e-7,0.8313195,0.07629487,0.011258189],"study_design_scores_gemma":[0.00019150143,0.0000072530493,0.000017332552,0.00007415308,0.000039364917,4.6282415e-7,0.0033986936,5.6891116e-7,5.729881e-7,0.0007364329,0.9952653,0.00026833455],"about_ca_topic_score_codex":0.9252422,"about_ca_topic_score_gemma":0.9963684,"teacher_disagreement_score":0.91897047,"about_ca_system_score_codex":0.0018194513,"about_ca_system_score_gemma":0.0022090343,"threshold_uncertainty_score":0.9998384},"labels":[],"label_agreement":null},{"id":"W4250195236","doi":"10.2307/j.ctt46nrg2.30","title":"A Railroad Trip to East Canada","year":2017,"lang":"en","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Transport engineering; History; Engineering","score_opus":0.02222085041253052,"score_gpt":0.19420922371571733,"score_spread":0.1719883733031868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250195236","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032637538,0.000047279893,0.000008395631,0.00020440055,0.0006580286,0.00035008573,0.0013122864,0.0000434904,0.9973434],"genre_scores_gemma":[0.00019064768,0.00010486767,0.00001614115,0.00015319661,0.00014562508,4.2125959e-7,0.000015386893,0.000021154108,0.9993526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986109,0.00004236725,0.00011768773,0.00036231172,0.0004928599,0.0003738381],"domain_scores_gemma":[0.9985915,0.000027871723,0.0001923277,0.00043910468,0.00014992616,0.0005992772],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00013211224,0.00018709971,0.00028874172,0.00035695467,0.002188329,0.0003353712,0.0008447707,0.00019138548,0.00040697312],"category_scores_gemma":[0.000028138926,0.00030043756,0.00012108183,0.000005455063,0.00059116125,0.00010023734,0.00017284193,0.00030228452,0.00005282619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008116913,0.0000045059546,0.0000011902118,0.0000369759,0.00012296897,0.0014334241,0.010090862,0.0000052722344,0.0000010882036,0.395695,0.5706988,0.02182873],"study_design_scores_gemma":[0.00019173039,0.000012167406,0.000005589086,0.00006730336,0.00005891329,9.236369e-7,0.0002540153,4.814832e-7,4.3157664e-7,0.00028057574,0.9987875,0.0003403351],"about_ca_topic_score_codex":0.9983488,"about_ca_topic_score_gemma":0.9999026,"teacher_disagreement_score":0.42808872,"about_ca_system_score_codex":0.0032959387,"about_ca_system_score_gemma":0.0068966635,"threshold_uncertainty_score":0.99994475},"labels":[],"label_agreement":null},{"id":"W7163318382","doi":"10.7330/9780874216752.c005","title":"1. “I’ y ava’t un’ fois” (Once Upon a Time): Films as Folktales in Québécois Cinéma Direct","year":2007,"lang":"","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Interpretation (philosophy); Feature (linguistics)","score_opus":0.021408709391199012,"score_gpt":0.21164091454744938,"score_spread":0.19023220515625036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163318382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066778045,0.0039978223,0.000016588316,0.00008734088,0.0009896529,0.001277614,0.0018923611,0.0002487745,0.984812],"genre_scores_gemma":[0.03503423,0.0025185389,0.00017214543,0.00037473228,0.00043189587,0.000004478804,0.0001733341,0.00016808671,0.9611226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99475926,0.0002910327,0.0009961548,0.0018165245,0.0006888456,0.0014481811],"domain_scores_gemma":[0.9967206,0.0005754998,0.0007970768,0.0010211753,0.00051078945,0.00037487035],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00060909876,0.0016045192,0.0018778649,0.0012048611,0.0016288814,0.00039775294,0.0011216928,0.0008134932,0.0018108833],"category_scores_gemma":[0.00004647083,0.0017350086,0.0007741161,0.000036113164,0.002292776,0.00044640427,0.0010184699,0.0017014155,0.0002671782],"study_design_candidate":"not_applicable","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":[0.002502024,0.00017441984,0.000019058414,0.00046641167,0.0016391019,0.006841821,0.15459518,0.00003388632,0.00005296141,0.8183919,0.003887231,0.011395993],"study_design_scores_gemma":[0.0021146843,0.0006393468,0.00004908239,0.001031367,0.0005851461,0.00005448022,0.0065556155,0.00006416853,0.00017807687,0.0014290074,0.985482,0.0018170432],"about_ca_topic_score_codex":0.017387759,"about_ca_topic_score_gemma":0.022328934,"teacher_disagreement_score":0.98159474,"about_ca_system_score_codex":0.0003039334,"about_ca_system_score_gemma":0.00023998956,"threshold_uncertainty_score":0.99967086},"labels":[],"label_agreement":null},{"id":"W7163333197","doi":"10.7330/9780874214642.c010","title":"6 No Longer Discourse Technicians: Redefining Place and Purpose in an Independent Canadian Writing Program","year":2002,"lang":"","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Discourse analysis; Agency (philosophy); Narrative","score_opus":0.027674131066331254,"score_gpt":0.25451198184663665,"score_spread":0.22683785078030538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163333197","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09503195,0.00018496752,0.000011146031,0.00008892532,0.0004273313,0.0027798787,0.0005034606,0.00011803138,0.9008543],"genre_scores_gemma":[0.41136163,0.0015145922,0.00056769734,0.00009997587,0.00028368464,0.0000122343845,0.00015101033,0.00010211196,0.58590704],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99600697,0.00033116897,0.000506926,0.0011031236,0.000649896,0.0014019147],"domain_scores_gemma":[0.9975776,0.00013935992,0.00048984215,0.00047971745,0.00034046912,0.0009729778],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010163097,0.0006363038,0.0005761435,0.00082637364,0.0023165925,0.0005178181,0.0006889436,0.0008229346,0.0002818791],"category_scores_gemma":[0.00002424059,0.0008303018,0.00012725675,0.0000693196,0.00093746814,0.0005652667,0.00015825986,0.0012916905,0.000025405785],"study_design_candidate":"not_applicable","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":[0.0006119148,0.00054205547,0.0030715505,0.00043636927,0.00029152722,0.0034978813,0.44423908,0.00037078612,0.000022525965,0.17916274,0.0004022313,0.36735132],"study_design_scores_gemma":[0.0013063975,0.0007856086,0.0003469516,0.0013646324,0.00028595276,0.000022133692,0.038816616,0.0009715834,0.000013866538,0.00038109688,0.95361596,0.0020891957],"about_ca_topic_score_codex":0.60290474,"about_ca_topic_score_gemma":0.7082784,"teacher_disagreement_score":0.95321375,"about_ca_system_score_codex":0.0025104769,"about_ca_system_score_gemma":0.0025575366,"threshold_uncertainty_score":0.9994148},"labels":[],"label_agreement":null},{"id":"W7163363639","doi":"10.7330/9780874214918.c005","title":"“Places she knew very well”: the symbolic economy of women’s travels in traditional newfoundland ballads","year":2003,"lang":"","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ballad; The Symbolic; Symbolic capital; Narrative","score_opus":0.02626828025194246,"score_gpt":0.18907729569048545,"score_spread":0.16280901543854298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163363639","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022168316,0.0014252504,0.000009628623,0.00020427875,0.0008513164,0.00085075037,0.0014140116,0.00003181117,0.97304463],"genre_scores_gemma":[0.23432739,0.0016542325,0.000018875882,0.00073776045,0.000466437,0.000011781055,0.000084466184,0.00007774244,0.76262134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678576,0.0003019004,0.00078172603,0.0008815802,0.00033243236,0.00091657747],"domain_scores_gemma":[0.99789405,0.00042361135,0.0006227861,0.0005817669,0.00026320282,0.00021460136],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054929015,0.00089980423,0.0013144864,0.0005467711,0.0010517357,0.00028985404,0.0008073678,0.0003872212,0.001417421],"category_scores_gemma":[0.000010469072,0.00079555344,0.00045452855,0.000016406311,0.003258488,0.00032648616,0.00022947346,0.0010507565,0.000016685584],"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":[0.00060525927,0.00008451494,0.000047014415,0.0003359383,0.0009815537,0.00020200657,0.13120297,0.000038787013,0.000002286188,0.8646076,0.0015343204,0.00035778026],"study_design_scores_gemma":[0.0018582173,0.00036692416,0.00026770477,0.0003511833,0.00027534593,0.00002712373,0.008022117,0.000016400745,0.000008644062,0.018470481,0.969551,0.000784811],"about_ca_topic_score_codex":0.0011262584,"about_ca_topic_score_gemma":0.0016144874,"teacher_disagreement_score":0.96801674,"about_ca_system_score_codex":0.0006227003,"about_ca_system_score_gemma":0.00023202151,"threshold_uncertainty_score":0.99949545},"labels":[],"label_agreement":null},{"id":"W7163379921","doi":"10.7330/9780874217834.c007","title":"3 British Columbia, 1876–1879","year":2011,"lang":"","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.019668346780350263,"score_gpt":0.17348167162378864,"score_spread":0.15381332484343838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163379921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008910888,0.0002932911,0.000036116846,0.00002050079,0.0014790063,0.00081940624,0.0018067104,0.00015163417,0.99450225],"genre_scores_gemma":[0.0014718276,0.005670326,0.000041258896,0.00013748097,0.00019477145,0.0000010452299,0.00003236214,0.000075282405,0.9923757],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963098,0.00021052625,0.0004692156,0.0011513869,0.00084245467,0.0010166276],"domain_scores_gemma":[0.9971099,0.00006501078,0.0006349651,0.0006754174,0.00044556079,0.001069179],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00035144205,0.0004033358,0.0007849134,0.00051165983,0.003933762,0.0025597368,0.0014951992,0.0008562238,0.025109945],"category_scores_gemma":[0.000022969907,0.0010850119,0.00062952767,0.000041520387,0.005360603,0.0004696955,0.0005509779,0.0010327435,0.00032926755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015008035,0.0001449878,0.00005264122,0.00036062102,0.0011301591,0.00986946,0.04117643,0.0000037636735,0.000006473022,0.3821223,0.38984877,0.1751343],"study_design_scores_gemma":[0.00064859574,0.000093598755,0.00011646062,0.00031424535,0.00038823343,0.000019803372,0.00071576616,0.0000021916408,6.960229e-7,0.002477436,0.9940923,0.0011306949],"about_ca_topic_score_codex":0.9936647,"about_ca_topic_score_gemma":0.99765915,"teacher_disagreement_score":0.6042435,"about_ca_system_score_codex":0.0022997796,"about_ca_system_score_gemma":0.0021213396,"threshold_uncertainty_score":0.99916},"labels":[],"label_agreement":null},{"id":"W7163386630","doi":"10.7330/9780874217667.c018","title":"15 Alberta Mae Hill Gooch Henry (1920–): “Feed My Sheep”","year":2000,"lang":"","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Period (music); Government (linguistics); George (robot); Feature (linguistics)","score_opus":0.02396456864906582,"score_gpt":0.25416660500890526,"score_spread":0.23020203635983943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163386630","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003423089,0.0018118836,0.0007696169,0.0003947325,0.004666113,0.001832935,0.001232602,0.00029227196,0.98865753],"genre_scores_gemma":[0.0122486865,0.004334671,0.000172262,0.0013011348,0.00089229457,0.000006708738,0.00015478882,0.00034874465,0.9805407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99025875,0.000958714,0.0015757334,0.0040081213,0.00091198034,0.0022866921],"domain_scores_gemma":[0.9930625,0.0010654908,0.0014225892,0.0027437278,0.00036460048,0.0013410934],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00054684904,0.0022085358,0.0024573368,0.0011437739,0.0011874796,0.000083587685,0.0032983366,0.0042970595,0.02108402],"category_scores_gemma":[0.000048523678,0.0027712425,0.0013077981,0.00008740121,0.0039762077,0.00028937854,0.0010748394,0.0061811036,0.0031401715],"study_design_candidate":"not_applicable","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":[0.0068903053,0.0004319717,0.000028290395,0.00012364548,0.0035680719,0.002748246,0.02225067,0.00004035962,0.00005344769,0.82531214,0.10381762,0.03473525],"study_design_scores_gemma":[0.0046583056,0.00069461,0.000082213206,0.0002068863,0.0012019541,0.00026526197,0.00087881996,0.000045152763,0.000009986976,0.015528444,0.9738376,0.0025907299],"about_ca_topic_score_codex":0.007810409,"about_ca_topic_score_gemma":0.00020617478,"teacher_disagreement_score":0.87002003,"about_ca_system_score_codex":0.0019176942,"about_ca_system_score_gemma":0.00027716777,"threshold_uncertainty_score":0.99906546},"labels":[],"label_agreement":null},{"id":"W7163397774","doi":"10.7330/9780874216752.c006","title":"2. Elvis Gratton: Québec’s Contemporary Folk Hero?","year":2007,"lang":"","type":"book-chapter","venue":"Utah State University Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.043079998697824896,"score_gpt":0.21653421658986366,"score_spread":0.17345421789203877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163397774","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037685735,0.0013761393,0.00012617855,0.00019863548,0.0014647158,0.00097569334,0.0011239205,0.00018069198,0.99417716],"genre_scores_gemma":[0.00598453,0.002083113,0.000044848563,0.00029741705,0.00035348206,8.030996e-7,0.000041039864,0.00008819824,0.99110657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955932,0.00025194098,0.00067651574,0.0012228527,0.0011913769,0.0010641173],"domain_scores_gemma":[0.9962944,0.00024394464,0.00086805335,0.0008194205,0.0004832561,0.001290973],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0006792511,0.00076215545,0.0009932239,0.0015939651,0.003986767,0.000694263,0.0014494788,0.00097196386,0.0020976039],"category_scores_gemma":[0.00002766823,0.0012256234,0.0008163272,0.000064268235,0.0052624918,0.00056610006,0.0004674515,0.0013050096,0.0003488312],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00096148025,0.000106843225,0.000033057848,0.00034601064,0.0011804611,0.007752362,0.05904284,0.000011563873,0.000016926411,0.75542104,0.13281432,0.042313077],"study_design_scores_gemma":[0.0009772317,0.00013683966,0.000015701502,0.0002480676,0.00027931677,0.000008261247,0.0026106292,0.000007027795,0.000011149315,0.00041961405,0.99404705,0.0012390984],"about_ca_topic_score_codex":0.96053255,"about_ca_topic_score_gemma":0.9719748,"teacher_disagreement_score":0.86123276,"about_ca_system_score_codex":0.004729051,"about_ca_system_score_gemma":0.0074977875,"threshold_uncertainty_score":0.9990916},"labels":[],"label_agreement":null}]}