{"meta":{"query_hash":"870aa510e638","filters":{"venue":"Common Ground Research Networks eBooks"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/870aa510e638","api":"https://metacan.xera.ac/api/v1/cohort?venue=Common+Ground+Research+Networks+eBooks"},"results":[{"id":"W2617332571","doi":"10.18848/978-1-61229-811-5/cgp","title":"Design for Social Innovation in Canada","year":2016,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"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":"Social innovation; Political science; Sociology; Public relations","score_opus":0.15305984223146638,"score_gpt":0.3215209526408336,"score_spread":0.1684611104093672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617332571","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":[0.00077558047,0.00014889115,0.023959935,0.0014035808,0.0013892129,0.003517887,0.0000108112945,0.00014007953,0.96865404],"genre_scores_gemma":[0.23734622,0.00002015804,0.00051964,0.0026450118,0.0095852185,0.0022646405,0.0006529584,0.0002889114,0.7466772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695045,0.00009735261,0.00077601103,0.00051434885,0.0006629246,0.000998937],"domain_scores_gemma":[0.99769616,0.0005837156,0.00040886356,0.00029154317,0.001010368,0.000009346746],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004594487,0.0003510656,0.000535565,0.0010569853,0.000944754,0.00018052908,0.00086490804,0.00078169594,0.00003465159],"category_scores_gemma":[0.00015793761,0.00031803155,0.000055971028,0.00063421816,0.00046917124,0.00016363006,0.000665746,0.001619465,0.000016862383],"study_design_candidate":"theoretical_or_conceptual","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":[0.00011658104,0.000013193848,0.00012088984,0.00014385216,0.000060679144,0.000020930505,0.000043220465,0.000010013215,0.0000024169997,0.625459,0.29122823,0.082780994],"study_design_scores_gemma":[0.0006321774,0.000013644265,0.00033411343,0.00023378579,0.00001032576,4.656659e-7,0.00012283231,0.0008938984,0.0000050909794,0.4550657,0.5422363,0.0004516686],"about_ca_topic_score_codex":0.05221447,"about_ca_topic_score_gemma":0.31980875,"teacher_disagreement_score":0.26759428,"about_ca_system_score_codex":0.0030515115,"about_ca_system_score_gemma":0.0029400995,"threshold_uncertainty_score":0.99992716},"labels":[],"label_agreement":null},{"id":"W2618756576","doi":"10.18848/978-1-61229-623-4/cgp","title":"Decolonizing Planning: Experiences with Urban Aboriginal Communities and First Nations","year":2015,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Indigenous Health, Education, and Rights","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; Environmental planning; Political science; Sociology","score_opus":0.0926848189529213,"score_gpt":0.40209529902270197,"score_spread":0.30941048006978067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618756576","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":[0.030268852,0.0055757775,0.000040684594,0.000113217175,0.00068811735,0.0013288428,0.000007694221,0.000115229064,0.9618616],"genre_scores_gemma":[0.2187375,0.0048474967,0.00008753536,0.00002508117,0.0029438874,0.00013290829,0.00012576945,0.0000682142,0.7730316],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99520403,0.0013148865,0.0003867476,0.0003775163,0.001449235,0.0012676026],"domain_scores_gemma":[0.9946751,0.0029615548,0.00022098538,0.00052146916,0.0010123145,0.00060856534],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004094268,0.00032796073,0.0004583518,0.0006061803,0.03385391,0.0008493842,0.0009782305,0.0006155261,0.00005139249],"category_scores_gemma":[0.000010446818,0.00026289516,0.000051214913,0.00024527044,0.0045727184,0.00022775706,0.000020802303,0.001895116,0.000010253306],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004390453,0.000037688988,0.00034923488,0.000085456995,0.000041758853,0.000022085249,0.79887635,0.000015455933,1.7572106e-9,0.185078,0.015302636,0.00014743261],"study_design_scores_gemma":[0.00017554399,0.00025790173,0.00003047805,0.0006661212,0.00001706147,0.0000093737535,0.15127079,0.000047615616,1.2784285e-7,0.0032736955,0.84394413,0.0003071534],"about_ca_topic_score_codex":0.088786826,"about_ca_topic_score_gemma":0.9469377,"teacher_disagreement_score":0.8581509,"about_ca_system_score_codex":0.0012304208,"about_ca_system_score_gemma":0.03416126,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W2618969184","doi":"10.18848/978-1-86335-542-1/cgp","title":"Negotiating Racialised Identities: Indigenous Teacher Education in Australia and Canada","year":2004,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":17,"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":"Indigenous; Negotiation; Indigenous education; Gender studies; Geography; Political science; Sociology; Social science; Biology","score_opus":0.1488405711745767,"score_gpt":0.4401772490042582,"score_spread":0.29133667782968153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618969184","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":[0.03709788,0.0046667205,0.000014014782,0.00020849926,0.0034338068,0.0011663629,0.000009931038,0.00006287967,0.95333993],"genre_scores_gemma":[0.17850493,0.00014713286,0.000015843756,0.00006246865,0.0029568989,0.00008011076,0.00006105092,0.000051171493,0.8181204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99560726,0.0009924436,0.00050115044,0.000523588,0.0012032465,0.0011722903],"domain_scores_gemma":[0.99802935,0.00070192374,0.00019075452,0.00035362225,0.00023874942,0.00048560093],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025711535,0.0002843016,0.00048004818,0.00041480298,0.0016761959,0.0005145299,0.0006324653,0.00072532665,0.00009960624],"category_scores_gemma":[0.00019476085,0.00032479927,0.00006158476,0.00013683266,0.0011547473,0.000097678014,0.00013301361,0.0027767762,0.0000054062707],"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":true,"study_design_scores_codex":[0.000093434304,0.0003952533,0.009340238,0.00049259834,0.0001349318,0.00026294473,0.21468128,0.00058857026,0.0000010054719,0.120740294,0.5853432,0.06792625],"study_design_scores_gemma":[0.00035565396,0.00008089705,0.0013414889,0.00067111896,0.000026421394,0.000004760255,0.0198588,0.000017912767,7.3230964e-8,0.03272989,0.9443064,0.00060660834],"about_ca_topic_score_codex":0.97766984,"about_ca_topic_score_gemma":0.9872287,"teacher_disagreement_score":0.35896316,"about_ca_system_score_codex":0.0113532115,"about_ca_system_score_gemma":0.057483878,"threshold_uncertainty_score":0.9999204},"labels":[],"label_agreement":null},{"id":"W2619601459","doi":"10.18848/978-1-61229-807-8/cgp","title":"Electronic Communication in Developing Countries: Explanatory Theory, Volume 2","year":2015,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"ICT Impact and Policies","field":"Engineering","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":"Volume (thermodynamics); Positive economics; Econometrics; Psychology; Economics; Thermodynamics; Physics","score_opus":0.046324129542648265,"score_gpt":0.3188168871318008,"score_spread":0.27249275758915253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619601459","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":[0.002125652,0.03768477,0.0008814179,0.00013418152,0.00041472533,0.0009803212,0.000021444363,0.00044749756,0.95731],"genre_scores_gemma":[0.12612763,0.01231158,0.000027098973,0.0003158267,0.001057021,0.0003140767,0.00060504023,0.00042950467,0.8588122],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960258,0.0007718286,0.00058666844,0.00019237181,0.0007902032,0.0016331505],"domain_scores_gemma":[0.9972323,0.0010147945,0.00008423083,0.0011800054,0.0002647632,0.00022389757],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0046570487,0.000487084,0.00065252045,0.0007343498,0.00032510233,0.0003015697,0.0013486741,0.00086687395,0.00005332116],"category_scores_gemma":[0.000037445,0.00050539774,0.000097234966,0.00017196346,0.00053220976,0.0001417305,0.00040219387,0.003807285,0.00015089706],"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":[0.00010978745,0.000013792982,0.00008039375,0.00038611502,0.0002244024,0.000023383007,0.0066625043,0.004621222,0.0000010568607,0.30976027,0.6693849,0.00873217],"study_design_scores_gemma":[0.00032321928,0.00007096455,0.000057369074,0.00078030647,0.000014258274,0.000012790931,0.00033138032,0.0047934796,0.00000387251,0.0681382,0.9249296,0.0005445225],"about_ca_topic_score_codex":0.00016862265,"about_ca_topic_score_gemma":0.0019767403,"teacher_disagreement_score":0.25554472,"about_ca_system_score_codex":0.0038188002,"about_ca_system_score_gemma":0.001353188,"threshold_uncertainty_score":0.99973977},"labels":[],"label_agreement":null},{"id":"W2620283904","doi":"10.18848/978-1-61229-637-1/cgp","title":"Capturing Creativity through Creative Teaching","year":2015,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Creativity; Psychology; Mathematics education; Computer science; Social psychology","score_opus":0.2587599355182493,"score_gpt":0.4817728289476509,"score_spread":0.22301289342940162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620283904","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":[0.0021441001,0.0016041014,0.0009603756,0.00025860418,0.002751659,0.0013702945,0.000045653836,0.00027844694,0.99058676],"genre_scores_gemma":[0.12016505,0.00005358274,0.000090123096,0.00028549158,0.0024193171,0.00031559856,0.00011335002,0.00016746472,0.87639004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904076,0.0038703617,0.00070293894,0.0015355608,0.0017687357,0.001714825],"domain_scores_gemma":[0.99288654,0.003527489,0.00039263317,0.0020558913,0.00053618214,0.00060127245],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058437875,0.0007335905,0.0010228722,0.0005037372,0.001583608,0.000564837,0.0016891522,0.0010035349,0.00078821415],"category_scores_gemma":[0.0004685691,0.00069202384,0.000287835,0.00020215225,0.0023855576,0.00023012061,0.000971523,0.007595261,0.0005009379],"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":[0.00022318268,0.00040930032,0.0001545315,0.000059880254,0.00017511782,0.0002471964,0.018519515,0.000042522282,0.000011846228,0.15763065,0.7894058,0.033120412],"study_design_scores_gemma":[0.00067187595,0.0005027103,0.00050447625,0.00053218217,0.00006191118,0.000108622786,0.0026752,0.00023818061,0.000009194308,0.05721011,0.93664044,0.00084512273],"about_ca_topic_score_codex":0.0019274108,"about_ca_topic_score_gemma":0.0004749838,"teacher_disagreement_score":0.14723457,"about_ca_system_score_codex":0.0014307371,"about_ca_system_score_gemma":0.0011760407,"threshold_uncertainty_score":0.9997162},"labels":[],"label_agreement":null},{"id":"W4200032912","doi":"10.18848/978-1-61229-000-3/cgp","title":"Sport Media Vectors: Gender and Diversity, Reconstructing the Field","year":2021,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Sports, Gender, and Society","field":"Social 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":"Basketball; Gender equity; Narrative; Diversity (politics); Equity (law); Media studies; Public relations; Sociology; Political science; Gender studies; History; Art; Literature; Law; Anthropology","score_opus":0.14216843832521855,"score_gpt":0.3688516817970168,"score_spread":0.22668324347179822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200032912","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":[0.00601354,0.005469937,0.00003398299,0.00034943945,0.0018675786,0.0006458406,0.0000060641073,0.00009174191,0.98552185],"genre_scores_gemma":[0.16111706,0.005611973,0.00006649149,0.0010044322,0.008799936,0.00003942714,0.0000899673,0.00008859049,0.8231821],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954167,0.00065834675,0.00038922322,0.0006818412,0.0017307285,0.0011231384],"domain_scores_gemma":[0.9946374,0.003666455,0.00018884955,0.00069998705,0.00040145544,0.00040582594],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0060348804,0.00031387896,0.00053815875,0.00012305586,0.0062249396,0.0006091899,0.0011167182,0.0010636296,0.0003922552],"category_scores_gemma":[0.00025886975,0.0002648322,0.000288009,0.00017449028,0.0025486115,0.00009765874,0.002310016,0.003256165,0.0000055957307],"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":[0.000058099784,0.00004026029,0.020339195,0.00015282856,0.000572764,0.00054211426,0.20125757,0.000008144284,4.077325e-7,0.22473146,0.48513028,0.06716689],"study_design_scores_gemma":[0.0002941322,0.000048575384,0.0012411156,0.00028249677,0.00009859721,0.000023325732,0.11544,0.00006466632,9.4092906e-7,0.039760098,0.8421432,0.00060285645],"about_ca_topic_score_codex":0.0041524116,"about_ca_topic_score_gemma":0.009620161,"teacher_disagreement_score":0.35701293,"about_ca_system_score_codex":0.0004920901,"about_ca_system_score_gemma":0.0014391473,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W4244708808","doi":"10.18848/978-1-61229-958-7/cgp","title":"Teaching Interdisciplinary Mathematics","year":2018,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Mathematics education; Mathematics","score_opus":0.2195524336127322,"score_gpt":0.5008181869325387,"score_spread":0.28126575331980647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244708808","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":[0.00061481766,0.0005838319,0.005575414,0.0011229414,0.0014858368,0.0015813641,0.00005293738,0.000164547,0.9888183],"genre_scores_gemma":[0.020456513,0.000011063599,0.00046099507,0.000086535445,0.0068921056,0.00020043152,0.00015135878,0.00019382047,0.9715472],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9820423,0.003595127,0.0021635857,0.0018032849,0.008316027,0.0020796838],"domain_scores_gemma":[0.98288196,0.00863113,0.000692735,0.0037939793,0.0031847449,0.0008154255],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.03240812,0.0007893336,0.0013653347,0.002148818,0.003899157,0.0034797078,0.006170447,0.0012181991,0.00094446447],"category_scores_gemma":[0.0009924379,0.0005920916,0.0005941236,0.00059642934,0.0024782873,0.00045930897,0.012362192,0.006857043,0.0033122932],"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":[0.0002365906,0.00011298596,0.0000062481026,0.000065588654,0.00010895416,0.00021914928,0.0022011541,0.000028861727,0.000011187865,0.04484898,0.8921395,0.060020816],"study_design_scores_gemma":[0.00024792124,0.0009463898,0.00001153352,0.00060906203,0.000017346869,0.000052939246,0.0019134604,0.01984076,0.000004990893,0.5467235,0.42915887,0.00047327325],"about_ca_topic_score_codex":0.00001711792,"about_ca_topic_score_gemma":0.0014561162,"teacher_disagreement_score":0.5018745,"about_ca_system_score_codex":0.0012655922,"about_ca_system_score_gemma":0.0014853105,"threshold_uncertainty_score":0.9999688},"labels":[],"label_agreement":null},{"id":"W4366599486","doi":"10.18848/978-1-957792-64-4/cgp","title":"Twenty-ninth International Conference on Learning. Conference Proceedings","year":2023,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Ninth; Curriculum; Diversity (politics); Pedagogy; Professional learning community; Learning sciences; Educational technology; Library science; Mathematics education; Sociology; Political science; Psychology; Computer science","score_opus":0.17424012862502497,"score_gpt":0.3499762740865267,"score_spread":0.17573614546150174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366599486","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":[0.0018258861,0.00021505468,0.000024557932,0.00045279835,0.0021230506,0.000558672,0.000027677059,0.0006731101,0.9940992],"genre_scores_gemma":[0.20299701,0.00012072482,0.0000054554425,0.00017641757,0.0048837885,0.00011350313,0.00043898518,0.00017770365,0.79108644],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99542856,0.00037728235,0.0005850297,0.0009543035,0.0015183357,0.001136466],"domain_scores_gemma":[0.9970988,0.00087781256,0.00035775703,0.0004442702,0.0009350426,0.0002863375],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023402132,0.00059706194,0.0006755853,0.00079460675,0.0018020127,0.0033130534,0.0015371111,0.00050573127,0.005377855],"category_scores_gemma":[0.00020811541,0.0005378703,0.00025210192,0.000047075144,0.0012903481,0.00016879936,0.0007481563,0.009310281,0.0010662858],"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":[0.00011669726,0.00004525483,0.000026491589,0.000116888616,0.0002578529,0.00013430485,0.021793094,0.000058274378,0.0000026022296,0.74638784,0.17869206,0.052368633],"study_design_scores_gemma":[0.0004525773,0.00052076497,0.000016176866,0.0018269973,0.0000336384,0.000011170583,0.0104983905,0.012129389,0.000001089557,0.018140873,0.9556754,0.0006935385],"about_ca_topic_score_codex":0.00059662876,"about_ca_topic_score_gemma":0.0015035641,"teacher_disagreement_score":0.7769833,"about_ca_system_score_codex":0.00042287292,"about_ca_system_score_gemma":0.0003860836,"threshold_uncertainty_score":0.9997115},"labels":[],"label_agreement":null},{"id":"W4388491781","doi":"10.18848/978-1-963049-05-3/cgp","title":"The Thirteenth International Conference on Health, Wellness, &amp; Society. Conference Proceedings","year":2023,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Physical Education and Pedagogy","field":"Health Professions","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":"Theme (computing); Kinesiology; Health promotion; Context (archaeology); Public health; Library science; Gerontology; Media studies; Political science; Sociology; Medicine; Social science; Medical education; History; Nursing","score_opus":0.3889361573801581,"score_gpt":0.5406204941278621,"score_spread":0.15168433674770399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388491781","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":[0.00007209031,0.00029520813,0.00013665308,0.031113587,0.0049159047,0.0024034118,0.00006994021,0.00031255785,0.96068066],"genre_scores_gemma":[0.009556342,0.0044739274,0.000012516751,0.0029150383,0.0051788157,0.0010272146,0.0005889724,0.00015656059,0.9760906],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930877,0.0011082228,0.0010674335,0.00090056757,0.0019259132,0.0019101286],"domain_scores_gemma":[0.99150044,0.004678928,0.0006900134,0.00088680687,0.0016219123,0.0006218847],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053095534,0.00052066153,0.00073771144,0.00019308006,0.0059304787,0.00043199625,0.0022882612,0.0009521963,0.0006603435],"category_scores_gemma":[0.00022774405,0.0003815481,0.00030007696,0.00019785966,0.0013812988,0.00008653353,0.0011866234,0.01027119,0.003072047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009109268,0.0000404718,0.000016035234,0.00016806353,0.00008924742,0.0000011833503,0.003170717,0.0000018298995,9.186994e-7,0.3677991,0.6104398,0.018181546],"study_design_scores_gemma":[0.00036131867,0.000135052,0.000112206624,0.0017242761,0.000008787181,0.0000011016404,0.0029976126,0.002181457,1.8077014e-7,0.14321892,0.84895945,0.00029963703],"about_ca_topic_score_codex":0.00039019698,"about_ca_topic_score_gemma":0.0028904644,"teacher_disagreement_score":0.23851965,"about_ca_system_score_codex":0.0015171901,"about_ca_system_score_gemma":0.0072638667,"threshold_uncertainty_score":0.9998636},"labels":[],"label_agreement":null},{"id":"W4388845234","doi":"10.18848/978-1-957792-91-0/cgp","title":"Twenty-third International Conference on Diversity in Organizations, Communities &amp; Nations. Conference Proceedings","year":2023,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Gender Diversity and Inequality","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":"Theme (computing); Diversity (politics); Corporate governance; Political science; Accountability; Library science; Incentive; Sociology; Media studies; Public administration; Public relations; Management; Law","score_opus":0.4031331288957913,"score_gpt":0.4010094205360851,"score_spread":0.0021237083597061557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388845234","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":[0.0038758288,0.0000403265,0.00014029744,0.0016099897,0.000934947,0.00088638364,0.00009293705,0.00023376358,0.99218553],"genre_scores_gemma":[0.40365198,0.0009389309,0.000019251569,0.000120736586,0.0003912294,0.000027246993,0.00046447784,0.000027821372,0.5943583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99507594,0.0009656253,0.000439994,0.00047626533,0.0022103002,0.00083186897],"domain_scores_gemma":[0.995426,0.0011256364,0.00022981167,0.00041385146,0.0025441372,0.00026057754],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0047474043,0.00030508227,0.0004382837,0.0010837344,0.0047130687,0.0009295414,0.0026698704,0.0007420806,0.00061810156],"category_scores_gemma":[0.0004252049,0.0003534152,0.00009843701,0.00062746485,0.0018729226,0.00029446528,0.0031358427,0.0029306002,0.0003148529],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006111758,0.000101493366,0.0044365902,0.00006893431,0.00008638338,0.000013157538,0.05334543,0.00006413325,3.7487987e-7,0.82346493,0.11743623,0.00092123915],"study_design_scores_gemma":[0.0012377934,0.00020103258,0.0049481182,0.0021233836,0.00005608847,0.0000023376383,0.10538308,0.0028940868,9.999546e-7,0.3361655,0.54562014,0.0013674343],"about_ca_topic_score_codex":0.012168081,"about_ca_topic_score_gemma":0.12950604,"teacher_disagreement_score":0.4872994,"about_ca_system_score_codex":0.0016110158,"about_ca_system_score_gemma":0.0013507626,"threshold_uncertainty_score":0.99989176},"labels":[],"label_agreement":null},{"id":"W4389670967","doi":"10.18848/978-1-957792-90-3/cgp","title":"The Fifteenth International Conference on Climate Change: Impacts &amp; Responses Conference Proceedings","year":2023,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Climate Change and Health Impacts","field":"Environmental Science","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":"Theme (computing); Fifteenth; Climate change; Politics; The arts; History; Political science; Environmental ethics; Media studies; Sociology; Ecology; Law; Computer science; Classics","score_opus":0.3579220923406666,"score_gpt":0.43937052589700587,"score_spread":0.0814484335563393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389670967","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":[0.005968905,0.0002846546,0.0000057140905,0.006262346,0.001579575,0.002886406,0.00022483886,0.00029436473,0.9824932],"genre_scores_gemma":[0.06682383,0.01759751,0.000016858548,0.0010906177,0.002643053,0.00096258725,0.00036086538,0.00023453412,0.91027015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99314165,0.00036923436,0.0007106371,0.0009792962,0.0023913146,0.0024078912],"domain_scores_gemma":[0.99582887,0.0018171294,0.00042519713,0.0008743864,0.0002514316,0.00080298795],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005039742,0.0006281048,0.0005671531,0.00030051437,0.0021320744,0.0013148326,0.002218974,0.0006743363,0.0009885556],"category_scores_gemma":[0.00032229486,0.0004548705,0.00016925896,0.00023224697,0.0016985519,0.0002243117,0.0026761978,0.0031654853,0.0027389782],"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":[0.0018351579,0.00009882368,0.0010285953,0.00021803008,0.00008384393,0.00013568705,0.0034070415,0.0000063723287,0.000055402805,0.032081638,0.8786108,0.08243863],"study_design_scores_gemma":[0.00083499064,0.0009795481,0.009247643,0.0032931357,0.000036927042,0.00004612948,0.0006891001,0.0033486255,0.000009747193,0.04763716,0.9327791,0.0010979414],"about_ca_topic_score_codex":0.0002888034,"about_ca_topic_score_gemma":0.0048767147,"teacher_disagreement_score":0.08134069,"about_ca_system_score_codex":0.0015770687,"about_ca_system_score_gemma":0.00021720555,"threshold_uncertainty_score":0.99992466},"labels":[],"label_agreement":null},{"id":"W4391655464","doi":"10.18848/978-1-963049-02-2/cgp","title":"Fifteenth International Conference on the Inclusive Museum Conference Proceedings","year":2024,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","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":"Fifteenth; Art; History; Library science; Classics; Computer science","score_opus":0.17816659328902634,"score_gpt":0.34357191438733325,"score_spread":0.1654053210983069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391655464","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":[0.00026173823,0.0003379978,0.0000030585331,0.0046339543,0.0019983149,0.0011954422,0.00012535248,0.00016706,0.9912771],"genre_scores_gemma":[0.2574964,0.000230345,0.0000018726843,0.00047097693,0.004490983,0.00027526598,0.00014810756,0.00008376827,0.7368023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962715,0.00014501375,0.0005130597,0.0007479374,0.0015005042,0.0008219875],"domain_scores_gemma":[0.997492,0.0004127129,0.00018742365,0.00048176022,0.0012251585,0.00020095144],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011183207,0.0005635548,0.0004883285,0.0002405417,0.0015726615,0.003942049,0.0019376399,0.00038049274,0.0071315677],"category_scores_gemma":[0.000031614083,0.00033630303,0.00025766648,0.000037876664,0.0018957453,0.00015472219,0.0014373398,0.004091899,0.0006434117],"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":[0.000041892697,0.000019831306,3.066888e-7,0.0000686165,0.00012501028,0.000035043453,0.008944253,5.9643884e-7,0.000001994283,0.6093153,0.37872827,0.0027189183],"study_design_scores_gemma":[0.00012618251,0.00021615917,0.0000018730829,0.0013204378,0.000026965145,0.0000061631827,0.004818946,0.0024663582,0.0000013968059,0.12494609,0.86568993,0.00037949043],"about_ca_topic_score_codex":0.00022645544,"about_ca_topic_score_gemma":0.002268378,"teacher_disagreement_score":0.48696166,"about_ca_system_score_codex":0.00046112013,"about_ca_system_score_gemma":0.0003908046,"threshold_uncertainty_score":0.9999089},"labels":[],"label_agreement":null},{"id":"W4402912524","doi":"10.18848/978-1-963049-26-8/cgp","title":"Settler Colonialism, Sport, and Recreation","year":2024,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":2,"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":"Recreation; Colonialism; History; Geography; Political science; Archaeology; Law","score_opus":0.10880326086767143,"score_gpt":0.41146055551246297,"score_spread":0.3026572946447915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402912524","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":[0.004795223,0.007687698,0.000006634856,0.0013204075,0.001575105,0.0014086501,0.000015934827,0.00022824494,0.9829621],"genre_scores_gemma":[0.056712057,0.0021322265,0.00001964408,0.00018340183,0.0042243702,0.00008847949,0.00025100037,0.000103525446,0.9362853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99601334,0.00023980215,0.00042395026,0.00063491747,0.0015174124,0.0011705528],"domain_scores_gemma":[0.9980104,0.00040510247,0.00014257473,0.000508307,0.00028467117,0.0006489298],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004986661,0.00034574902,0.0005575022,0.0004504592,0.0013285392,0.00087403407,0.0005634044,0.0010917265,0.00020822544],"category_scores_gemma":[0.00005154723,0.00032537075,0.00016174826,0.00019861334,0.0016002733,0.0001345897,0.00038049498,0.0023410248,0.00012173394],"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":[0.000078789926,0.000018368457,0.00008258342,0.000093393995,0.00009439856,0.00026628637,0.0032338945,0.0000035567787,8.0622357e-7,0.3129099,0.6644787,0.018739335],"study_design_scores_gemma":[0.00016358696,0.00010407415,0.000109547655,0.0006699709,0.00006314791,0.0000084464655,0.00018975903,0.00006640994,7.6425556e-7,0.04380991,0.95449036,0.00032400366],"about_ca_topic_score_codex":0.0024380595,"about_ca_topic_score_gemma":0.010310863,"teacher_disagreement_score":0.29001167,"about_ca_system_score_codex":0.0008855733,"about_ca_system_score_gemma":0.0017937238,"threshold_uncertainty_score":0.99997157},"labels":[],"label_agreement":null},{"id":"W4409217430","doi":"10.18848/978-1-966214-08-3/cgp","title":"New Studies in Indian and Comparative Philosophy","year":2025,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Indian and Buddhist Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Philosophy; Epistemology","score_opus":0.379574243580889,"score_gpt":0.4042225106638991,"score_spread":0.0246482670830101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409217430","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":[0.00020702419,0.032205034,0.0000015281236,0.00028311598,0.0010277226,0.0008770866,0.000032446627,0.000059367827,0.9653067],"genre_scores_gemma":[0.038751524,0.0015627029,0.000011476628,0.00024557265,0.0037669365,0.0000959382,0.00006208658,0.00003680091,0.955467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969617,0.00039740503,0.0005762531,0.0006342651,0.00057077897,0.00085955526],"domain_scores_gemma":[0.99750495,0.0013425566,0.00014131799,0.00045419356,0.00037795227,0.00017905414],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.000933613,0.0005200723,0.0011373202,0.0009607924,0.0014502751,0.00050222076,0.00052421796,0.00032585723,0.00014209923],"category_scores_gemma":[0.00002875245,0.000440754,0.00013683508,0.000059475333,0.0036092682,0.000102137084,0.00092340267,0.0025244432,0.00004679956],"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":[0.00008115034,0.000019168263,0.000030646803,0.00039499422,0.00035512418,0.0001652883,0.0473185,0.000003876771,2.2234712e-8,0.59674984,0.3489171,0.005964292],"study_design_scores_gemma":[0.00057302706,0.00020322639,0.00003554277,0.0022729917,0.000029115507,0.0000037767195,0.0044441624,0.00002039125,3.0295715e-7,0.19594324,0.7960429,0.000431289],"about_ca_topic_score_codex":0.00047541878,"about_ca_topic_score_gemma":0.019429965,"teacher_disagreement_score":0.44712582,"about_ca_system_score_codex":0.00050686725,"about_ca_system_score_gemma":0.0005117939,"threshold_uncertainty_score":0.9998497},"labels":[],"label_agreement":null},{"id":"W589820404","doi":"10.18848/978-1-86335-931-3/cgp","title":"Hockey as a Religion: The Montreal Canadiens","year":2011,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Sports, Gender, and Society","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":"Advertising; Political science; Media studies; Sociology; Business","score_opus":0.10086443781787864,"score_gpt":0.3537224775881019,"score_spread":0.25285803977022325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W589820404","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":[0.0004181621,0.0051331613,0.000018235902,0.0005902781,0.0013661993,0.0014419262,0.000013089533,0.0001666278,0.9908523],"genre_scores_gemma":[0.01971422,0.004872071,0.000009522578,0.00075057364,0.005459626,0.000174102,0.000066103115,0.0001159858,0.9688378],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99263495,0.0015213515,0.00055801595,0.0008409393,0.0022143505,0.0022304126],"domain_scores_gemma":[0.9953548,0.0013343876,0.00025534205,0.0015061185,0.00064578664,0.0009035819],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.006952239,0.00047798798,0.00064617995,0.00018639298,0.0054627894,0.0005541226,0.00242762,0.001469504,0.00039841552],"category_scores_gemma":[0.00014005534,0.0003701678,0.0005270412,0.00023310087,0.004232286,0.000081470134,0.0006077247,0.0039969706,0.00013250376],"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":[0.000045756846,0.000022805367,0.000043218537,0.000016362654,0.0001397334,0.0002086396,0.06941573,0.0000060465914,5.309333e-8,0.18477258,0.73156536,0.013763726],"study_design_scores_gemma":[0.00018560965,0.000115825125,0.000112507034,0.00013242019,0.00004716292,0.0000112935995,0.012304903,0.000043238924,1.5316492e-7,0.095050886,0.8916,0.0003959965],"about_ca_topic_score_codex":0.40156302,"about_ca_topic_score_gemma":0.6689847,"teacher_disagreement_score":0.26742166,"about_ca_system_score_codex":0.0017831138,"about_ca_system_score_gemma":0.005620087,"threshold_uncertainty_score":0.999875},"labels":[],"label_agreement":null}]}