{"meta":{"query_hash":"81d6cd7454f1","filters":{"venue":"UNLV Gaming Research & Review Journal"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"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/81d6cd7454f1","api":"https://metacan.xera.ac/api/v1/cohort?venue=UNLV+Gaming+Research+%26+Review+Journal"},"results":[{"id":"W1513267704","doi":"10.9741/2327-8455.1128","title":"Assessing Sports Advisory Services: Do They Provide Value for Football Bettors?","year":2012,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","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":"Terry Fox Research Institute","funders":"","keywords":"Football; Value (mathematics); Business; Political science; Computer science","score_opus":0.16181296329622172,"score_gpt":0.3834337475170242,"score_spread":0.22162078422080247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513267704","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17658332,0.78492904,0.00238817,0.002082656,0.0021425444,0.0017752191,0.00006718698,0.00005254706,0.029979294],"genre_scores_gemma":[0.85834295,0.13607097,0.0019141431,0.00081107585,0.0019095875,0.00005800995,0.000022600956,0.00007127351,0.0007993937],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968354,0.00007228558,0.0012227976,0.00036844745,0.00032927256,0.0011717913],"domain_scores_gemma":[0.9978156,0.00019904615,0.0007592447,0.00048684317,0.00030131574,0.00043796824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015924675,0.00023174704,0.00067984464,0.00045193042,0.00067869754,0.0006274201,0.00056086906,0.000107688815,0.00046036844],"category_scores_gemma":[0.00034906287,0.00020613155,0.0003085317,0.00037024746,0.00006377509,0.0014686658,0.00012433891,0.00083545694,0.00013863458],"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":[0.00005478178,0.0007169343,0.6054563,0.015121655,0.00038247273,0.0000644162,0.0023911996,0.00019054733,0.000057958616,0.13338119,0.01533735,0.22684519],"study_design_scores_gemma":[0.0003448033,0.00008926182,0.017827163,0.004135999,0.000032601365,0.00009273957,0.00023006443,0.001097196,0.000012241239,0.0077900677,0.96799755,0.00035030965],"about_ca_topic_score_codex":0.000080859674,"about_ca_topic_score_gemma":0.0000060747802,"teacher_disagreement_score":0.9526602,"about_ca_system_score_codex":0.0002663592,"about_ca_system_score_gemma":0.00012359225,"threshold_uncertainty_score":0.84058005},"labels":[],"label_agreement":null},{"id":"W2182505152","doi":"10.9741/2327-8455.1230","title":"Is Bigness Better in Casino Gaming? Evidence from the Atlantic City Market","year":2012,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Regression analysis; Point (geometry); Simple linear regression; Space (punctuation); Test (biology); Business; Scale (ratio); Economics; Geography; Statistics; Computer science; Cartography","score_opus":0.47965879418786184,"score_gpt":0.5351656257296932,"score_spread":0.055506831541831336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182505152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8142162,0.17949902,0.000030742573,0.003958631,0.0008009977,0.0005232442,0.000012726083,0.000015706806,0.00094274065],"genre_scores_gemma":[0.96137077,0.03542526,0.00018636747,0.0011503401,0.0007800528,0.000078073645,0.0000068248523,0.000039289785,0.0009630002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934176,0.0029961143,0.00069276453,0.00040435427,0.0011772856,0.0013118369],"domain_scores_gemma":[0.99601316,0.002337388,0.00021290459,0.00084504613,0.00024683328,0.0003446547],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.010729135,0.00026393763,0.00049771345,0.00024667452,0.00046468695,0.00019398892,0.000853517,0.00013122076,0.009660735],"category_scores_gemma":[0.0011283306,0.00016642593,0.0002079817,0.0007923977,0.00020608935,0.00038032382,0.00020558704,0.0018742459,0.0008310507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038163525,0.00024028012,0.8896014,0.00011091517,0.00006864166,0.00033575774,0.001715963,2.3418385e-8,0.000078638834,0.0000068033987,0.048511576,0.059291847],"study_design_scores_gemma":[0.00052924216,0.00007803437,0.95156807,0.008329336,0.00012646767,0.00046414617,0.00022428081,0.0000025247973,0.000042581367,0.00009046232,0.038356133,0.00018872251],"about_ca_topic_score_codex":0.0025188131,"about_ca_topic_score_gemma":0.00009716966,"teacher_disagreement_score":0.1471546,"about_ca_system_score_codex":0.00027525172,"about_ca_system_score_gemma":0.00010303785,"threshold_uncertainty_score":0.9999469},"labels":[],"label_agreement":null},{"id":"W2564459673","doi":"10.9741/2327-8455.1348","title":"Doubling Down on Goffman: A Commentary on Dmitri Shalin’s ‘Erving Goffman, Fateful Action, and the Las Vegas Gambling Scene’","year":2016,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","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":"Trent University","funders":"","keywords":"Dramaturgy; Sociology; Action (physics); Symbolic interactionism; Psychoanalysis; Epistemology; Social science; Aesthetics; Philosophy; Psychology","score_opus":0.41219419520495226,"score_gpt":0.5254456767053448,"score_spread":0.11325148150039255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564459673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7445439,0.121171,0.00029330107,0.116991974,0.0037639844,0.00343038,0.00005440621,0.00021884788,0.009532191],"genre_scores_gemma":[0.9119419,0.07947482,0.00019876214,0.0045812326,0.0014594751,0.00019034503,0.000013906551,0.000111736095,0.0020278294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934067,0.0023826268,0.00090275874,0.0007067471,0.0014028196,0.00119835],"domain_scores_gemma":[0.9955102,0.0023351226,0.00037442843,0.0009030264,0.0004292869,0.00044792178],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009820259,0.00042409485,0.00068611605,0.0006364146,0.0015384691,0.00040487442,0.0007312373,0.00015960116,0.001095552],"category_scores_gemma":[0.0007879587,0.00022511705,0.00030277594,0.0006354617,0.00041795534,0.00029683806,0.00023404762,0.001899285,0.00062465837],"study_design_candidate":"design_other","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":[0.0021141036,0.0012301466,0.021878798,0.0005971664,0.00080182124,0.0010225056,0.0016804339,0.0000049632386,0.0007193014,0.004066991,0.08977659,0.87610716],"study_design_scores_gemma":[0.05332974,0.0053325263,0.05202972,0.08915181,0.0015460795,0.004491959,0.003444064,0.00008853168,0.001954993,0.007255016,0.77901393,0.0023616622],"about_ca_topic_score_codex":0.0002429217,"about_ca_topic_score_gemma":0.0000404002,"teacher_disagreement_score":0.8737455,"about_ca_system_score_codex":0.00049602095,"about_ca_system_score_gemma":0.00009026579,"threshold_uncertainty_score":0.9998176},"labels":[],"label_agreement":null},{"id":"W2981259065","doi":"10.9741/2327-8455.1149","title":"Internet Gambling: An Overview of Psychosocial Impacts","year":2012,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":110,"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":"Psychosocial; Psychology; The Internet; Internet privacy; Psychiatry; Computer science; World Wide Web","score_opus":0.7223622198361246,"score_gpt":0.6185832993304354,"score_spread":0.10377892050568915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981259065","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.450525,0.5403357,0.0000361776,0.0004613766,0.0018534324,0.00058144017,0.000015388327,0.0000352768,0.0061562164],"genre_scores_gemma":[0.91920865,0.07830512,0.00033445147,0.00021811525,0.0009261161,0.000033454427,0.000018378018,0.000056147826,0.0008996003],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99499667,0.0015891975,0.00081080064,0.00028463244,0.001111085,0.0012076214],"domain_scores_gemma":[0.99757487,0.00022001695,0.00035555146,0.0005854415,0.00048650094,0.00077760837],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007740947,0.00023920032,0.00059268414,0.0004193809,0.00020438748,0.0000888406,0.00061125704,0.00014142621,0.0046666064],"category_scores_gemma":[0.00044325032,0.00018664602,0.0002833976,0.00068785565,0.00016766218,0.00043712812,0.00010245514,0.0012246777,0.0005675022],"study_design_candidate":"observational","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":[0.00024346383,0.0053886026,0.324463,0.0022604377,0.0006695102,0.00029305182,0.008374642,1.706171e-7,0.0013735879,0.0057870294,0.09680775,0.55433875],"study_design_scores_gemma":[0.004084601,0.002805789,0.5246139,0.019861706,0.00065974635,0.0024811137,0.0011635852,0.0000034743973,0.00058285974,0.00085191807,0.4420471,0.0008441954],"about_ca_topic_score_codex":0.00016851682,"about_ca_topic_score_gemma":0.000009165121,"teacher_disagreement_score":0.5534946,"about_ca_system_score_codex":0.00018303448,"about_ca_system_score_gemma":0.00012286038,"threshold_uncertainty_score":0.99624324},"labels":[],"label_agreement":null},{"id":"W2986942466","doi":"10.9741/2327-8455.1420","title":"Teaching a University Course on the Mathematics of Gambling","year":2020,"lang":"en","type":"preprint","venue":"UNLV Gaming Research & Review Journal","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Course (navigation); Mathematics education; Content (measure theory); Psychology; Mathematics; Engineering","score_opus":0.7634403707209652,"score_gpt":0.5875724300394486,"score_spread":0.17586794068151657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986942466","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03237279,0.17287116,0.41470563,0.2542233,0.009537242,0.014345237,0.0010154641,0.0006200354,0.10030915],"genre_scores_gemma":[0.014972062,0.21388789,0.7625954,0.001133733,0.0015515494,0.00003102578,0.000028689154,0.00018490381,0.005614749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9929665,0.0041700318,0.0007684778,0.0002989275,0.0013773675,0.00041873349],"domain_scores_gemma":[0.9811881,0.016093887,0.0009441314,0.0007498756,0.0008166581,0.00020732159],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02356491,0.0002486832,0.0008042463,0.00023953067,0.0005119914,0.00011312918,0.0012949717,0.0001157641,0.00030308927],"category_scores_gemma":[0.05373056,0.00016808957,0.00028935965,0.00029104057,0.00025410266,0.000037328467,0.0007940671,0.005408118,0.00003657565],"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":[0.00004034521,0.0006332339,0.000021411524,0.03325776,0.0005093826,0.00020323468,0.008916862,0.000013094638,0.0002479561,0.53906214,0.37481865,0.042275913],"study_design_scores_gemma":[0.00038737681,0.0002684761,0.000049889542,0.086505294,0.00073159416,0.00022660854,0.015941305,0.0010216635,0.00024805006,0.7371722,0.15689698,0.0005505698],"about_ca_topic_score_codex":0.000017534972,"about_ca_topic_score_gemma":0.0000023205855,"teacher_disagreement_score":0.34788978,"about_ca_system_score_codex":0.00023919097,"about_ca_system_score_gemma":0.0010014968,"threshold_uncertainty_score":0.99688643},"labels":[],"label_agreement":null},{"id":"W2991974489","doi":"10.9741/2327-8455.1237","title":"Does the Johnson Act Inhibit Riverboat Gaming on the Great Lakes?","year":2012,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Miller Group (Canada)","funders":"","keywords":"Art","score_opus":0.05394110756532209,"score_gpt":0.3091475999504829,"score_spread":0.2552064923851608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991974489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57269704,0.22656713,0.00017234011,0.070680045,0.002018181,0.002994516,0.000018453635,0.000087425935,0.12476485],"genre_scores_gemma":[0.7462366,0.22886007,0.00017430322,0.006792253,0.001334732,0.0000771585,0.0000037348764,0.00006488197,0.016456224],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956873,0.0011282368,0.00032474444,0.0002593116,0.0017347243,0.0008656499],"domain_scores_gemma":[0.99832875,0.00067676447,0.00019840454,0.00045343468,0.00001466551,0.00032799132],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005192993,0.00021526196,0.00023733782,0.000045183555,0.0016407283,0.000047603007,0.0008102168,0.00004676487,0.0066711567],"category_scores_gemma":[0.00029936223,0.00007784836,0.00019546771,0.00039386074,0.0030038187,0.00034805742,0.00043136443,0.0014499648,0.0025695784],"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":[0.00006892847,0.00048154528,0.021411203,0.00021933248,0.00009744545,0.00011740133,0.0034713552,0.000062788,0.0058060857,0.00037640042,0.46154374,0.5063438],"study_design_scores_gemma":[0.00009242412,0.000102860395,0.013189539,0.0010086063,0.000023298022,0.00017270347,0.00061317167,0.000013532672,0.0002339251,0.000110698435,0.9842804,0.0001588367],"about_ca_topic_score_codex":0.000059002272,"about_ca_topic_score_gemma":0.000012006358,"teacher_disagreement_score":0.52273667,"about_ca_system_score_codex":0.00084859534,"about_ca_system_score_gemma":0.000025950576,"threshold_uncertainty_score":0.9997094},"labels":[],"label_agreement":null},{"id":"W35477761","doi":"10.9741/2327-8455.1167","title":"Proposal for a Special Issue on Internet Gambling","year":2012,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"The Internet; Internet privacy; Psychology; Cognitive science; Computer science; World Wide Web","score_opus":0.41650078328982837,"score_gpt":0.5600872510002584,"score_spread":0.14358646771043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35477761","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29038522,0.36801857,0.0016748358,0.017841455,0.045175243,0.015533777,0.00016218229,0.0004098068,0.26079893],"genre_scores_gemma":[0.7444972,0.029696703,0.010486945,0.0022045393,0.12406957,0.0010249258,0.00014007962,0.0004790636,0.08740098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962446,0.0007124003,0.0005576781,0.00032235004,0.00085648504,0.0013064787],"domain_scores_gemma":[0.9981776,0.00041475386,0.00017459753,0.00038878538,0.0003630211,0.00048122823],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0061166966,0.00023246456,0.00042400093,0.0003999742,0.000355763,0.00015381386,0.0004411812,0.000114723145,0.0064596357],"category_scores_gemma":[0.00067740807,0.00017408635,0.00025317635,0.0003570127,0.00010753035,0.00019977373,0.0000823768,0.001190394,0.0026333479],"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":[0.0002622687,0.00130919,0.009516418,0.00046558995,0.00018482222,0.00016596908,0.001712098,1.8007371e-7,0.00009422105,0.0039503556,0.4137689,0.56857],"study_design_scores_gemma":[0.001344987,0.0010743511,0.004247045,0.0032683895,0.000119284756,0.00054585165,0.00023793777,0.0000024594997,0.00021962864,0.00031991318,0.98839706,0.00022309077],"about_ca_topic_score_codex":0.000024210703,"about_ca_topic_score_gemma":0.0000042597358,"teacher_disagreement_score":0.5746282,"about_ca_system_score_codex":0.00026286367,"about_ca_system_score_gemma":0.00013965523,"threshold_uncertainty_score":0.9981432},"labels":[],"label_agreement":null},{"id":"W4410597222","doi":"10.9741/2327-8455.1214","title":"Blackjack At Thirty Thousand Feet: America's Attempt To Enforce Its Ban On In-flight Gambling Extraterritorially","year":2012,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","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":"University of Calgary","funders":"","keywords":"Medicine","score_opus":0.18855747931655534,"score_gpt":0.4732266562161891,"score_spread":0.2846691768996338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410597222","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16257304,0.37820062,0.00017158524,0.044228375,0.010142327,0.0048565,0.000021324353,0.00018244861,0.39962378],"genre_scores_gemma":[0.9036413,0.07828556,0.00014661714,0.0012154558,0.011678319,0.000049777642,0.0000023757768,0.00004715717,0.0049334513],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928026,0.0019147025,0.0007998534,0.0003561478,0.002487402,0.0016392894],"domain_scores_gemma":[0.9971029,0.0006915519,0.0002722187,0.00027120722,0.0006342152,0.0010279107],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015740093,0.00023493322,0.00059128524,0.00036790245,0.001679279,0.0004718487,0.0007824831,0.00014438237,0.00072352623],"category_scores_gemma":[0.004104873,0.000181154,0.00014277047,0.0015398414,0.00019303084,0.0008147746,0.00019100914,0.0011778706,0.0009563465],"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":[0.0006536776,0.0011566295,0.029944317,0.0064914576,0.00025055773,0.00060102507,0.09397086,0.00011483931,0.009872035,0.025100643,0.525222,0.30662194],"study_design_scores_gemma":[0.00021180505,0.0001753547,0.0007885981,0.0065183346,0.000011932887,0.000018543877,0.0009113581,0.0000036986835,0.0002386994,0.00008592658,0.99078953,0.0002462052],"about_ca_topic_score_codex":0.0020508077,"about_ca_topic_score_gemma":0.001235878,"teacher_disagreement_score":0.74106824,"about_ca_system_score_codex":0.0009690074,"about_ca_system_score_gemma":0.0005958942,"threshold_uncertainty_score":0.99982154},"labels":[],"label_agreement":null},{"id":"W4410597491","doi":"10.9741/2327-8455.1311","title":"Are Canadian First Nations Casinos Truly ‘A Sure Thing’? Appraising First Nations Casino in Ontario, Saskatchewan, and Alberta, 2006-2010","year":2014,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Political science; Geography","score_opus":0.14255713585704258,"score_gpt":0.4073580656153129,"score_spread":0.2648009297582703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410597491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89166176,0.041398514,0.00006408521,0.015793124,0.0026290389,0.0026337123,0.00013428481,0.000064262764,0.045621224],"genre_scores_gemma":[0.98813266,0.0026834758,0.0002494696,0.00025124755,0.00017918102,0.00009657142,0.000043666827,0.000055269997,0.008308454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960884,0.0007593364,0.0007355742,0.0005390226,0.000741859,0.0011358166],"domain_scores_gemma":[0.9955716,0.002293513,0.00030872406,0.00053283246,0.000521422,0.0007719214],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033696203,0.00031235762,0.00054052426,0.0016691047,0.0027796896,0.0003718995,0.00042132707,0.00023304012,0.0015338495],"category_scores_gemma":[0.0029751845,0.0002856628,0.00014224119,0.0010328932,0.00018506526,0.0002911459,0.00006993996,0.0020797725,0.00021156225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018058437,0.0003735742,0.964393,0.0005043954,0.00013548302,0.000855065,0.010537696,0.000013096671,0.0000053987114,0.00047040524,0.012538664,0.010155151],"study_design_scores_gemma":[0.0011792027,0.00012462797,0.67613316,0.0059235347,0.00011256336,0.001274771,0.0012691007,0.000010689511,0.0000028595334,0.00009756171,0.31354496,0.00032701067],"about_ca_topic_score_codex":0.88076955,"about_ca_topic_score_gemma":0.9994181,"teacher_disagreement_score":0.3010063,"about_ca_system_score_codex":0.0012037449,"about_ca_system_score_gemma":0.0009340412,"threshold_uncertainty_score":0.9999595},"labels":[],"label_agreement":null},{"id":"W4410597556","doi":"10.9741/2327-8455.1491","title":"Evaluating Language and Communication Surrounding Responsible Gambling","year":2024,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","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":"Greo","funders":"","keywords":"Psychology; Cognitive science; Linguistics; Computer science; Communication; Philosophy","score_opus":0.593652548629231,"score_gpt":0.6423539235006714,"score_spread":0.04870137487144044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410597556","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4546297,0.54031295,0.000063368454,0.0010693589,0.00040257422,0.0003416333,0.000003869177,0.00006578848,0.0031107953],"genre_scores_gemma":[0.9144165,0.07725507,0.0031861344,0.00010653816,0.00028875982,0.00007686019,0.000021372467,0.00006732586,0.0045814654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995481,0.00228563,0.00049242674,0.0003443413,0.0008078592,0.00058874785],"domain_scores_gemma":[0.9974169,0.0015204817,0.000089897454,0.00051718735,0.0002496982,0.0002057931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017671958,0.00015856962,0.00028143503,0.000583156,0.0007213523,0.0005986139,0.00032658703,0.000077372184,0.00088394905],"category_scores_gemma":[0.0011835146,0.00012889507,0.00009974417,0.00080326566,0.00012372581,0.00027514683,0.00016108976,0.0014875182,0.00031721452],"study_design_candidate":"design_other","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":[0.00005536243,0.0001358909,0.0037325663,0.0012294268,0.00019113082,0.0010607201,0.007371995,0.0000014354339,0.006547422,0.0032903466,0.0058899685,0.97049373],"study_design_scores_gemma":[0.01070345,0.0057610674,0.077909976,0.34656894,0.0033785473,0.033257857,0.04636718,0.0035755709,0.0026201627,0.015695756,0.45031524,0.0038462537],"about_ca_topic_score_codex":0.00011469126,"about_ca_topic_score_gemma":0.000010150537,"teacher_disagreement_score":0.9666475,"about_ca_system_score_codex":0.00021690258,"about_ca_system_score_gemma":0.00019748074,"threshold_uncertainty_score":0.96786225},"labels":[],"label_agreement":null},{"id":"W4410597652","doi":"10.9741/2327-8455.1499","title":"The Nexus of Sports Fandom and Sports Wagering: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"UNLV Gaming Research & Review Journal","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Fandom; Nexus (standard); Advertising; Engineering; Sociology; Media studies; Business","score_opus":0.17199776484164137,"score_gpt":0.5006862735474968,"score_spread":0.3286885087058555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410597652","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.3144355e-7,0.9828705,0.0000123561995,0.00066077465,0.00071682426,0.0040532406,0.000005267065,0.00002656349,0.0116537325],"genre_scores_gemma":[0.0000014647078,0.9950744,0.00008040013,0.00024499153,0.00068670255,0.00013913879,0.000007979806,0.000044601948,0.0037203566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887178,0.0030633511,0.0025944163,0.0006554509,0.0036128853,0.00135611],"domain_scores_gemma":[0.99355274,0.002321867,0.0016937414,0.00085913675,0.0009965312,0.00057598075],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.05006972,0.0005050724,0.0035241235,0.00029470358,0.0029777498,0.0003613271,0.0013519035,0.00032303503,0.0003299631],"category_scores_gemma":[0.007731207,0.00032601622,0.0013197677,0.0020742537,0.0011453996,0.00019648328,0.0004375445,0.0025693523,0.000004949221],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018242539,0.000013275894,0.0000072712683,0.28867564,0.000061011164,0.000097891185,0.0005544266,1.4410994e-8,9.207745e-9,0.00037638997,0.0069756526,0.7032366],"study_design_scores_gemma":[0.000050658076,0.000014067446,0.0000015171604,0.492552,0.0003281699,0.00007442837,0.0007069481,6.0148615e-8,1.8249793e-8,0.00011827502,0.506009,0.00014484285],"about_ca_topic_score_codex":0.00008906556,"about_ca_topic_score_gemma":0.00004946256,"teacher_disagreement_score":0.70309174,"about_ca_system_score_codex":0.00041092926,"about_ca_system_score_gemma":0.007748049,"threshold_uncertainty_score":0.9999192},"labels":[],"label_agreement":null},{"id":"W59531610","doi":"10.9741/2327-8455.1153","title":"Internet Gambling Bibliography: Update and Analysis","year":2012,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"University of Denver","keywords":"Bibliography; The Internet; Computer science; Library science; World Wide Web","score_opus":0.3958652969433136,"score_gpt":0.5303522551316401,"score_spread":0.13448695818832646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W59531610","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4445676,0.5507323,0.00057375676,0.00053435017,0.000628739,0.00035027287,0.000012568071,0.000043050648,0.0025573683],"genre_scores_gemma":[0.7867515,0.21173094,0.0006377622,0.00020718703,0.00025708764,0.00003195678,0.000022172018,0.000028122064,0.0003332295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962782,0.0009865714,0.0005435707,0.00032503632,0.0007846541,0.001081934],"domain_scores_gemma":[0.99821407,0.00023462341,0.00017922968,0.0004427904,0.00029810658,0.00063116103],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0067701438,0.0002121896,0.00051726244,0.008151259,0.0003111452,0.00024564646,0.00034696513,0.00009118889,0.003134949],"category_scores_gemma":[0.00013536515,0.00016207635,0.00034077687,0.009952184,0.00016205088,0.0003392617,0.00014654668,0.0010903799,0.00043471943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021592625,0.00029015576,0.876607,0.00012647452,0.001251128,0.00013369045,0.00031329034,1.6643125e-7,0.00003186388,0.0003817782,0.018560348,0.1022825],"study_design_scores_gemma":[0.0009741923,0.0002223596,0.82872677,0.001663501,0.0025374414,0.0008544052,0.00028155374,0.000012450494,0.000045642144,0.00021039526,0.16409773,0.0003735633],"about_ca_topic_score_codex":0.00013596937,"about_ca_topic_score_gemma":0.000006566365,"teacher_disagreement_score":0.34218395,"about_ca_system_score_codex":0.00004647876,"about_ca_system_score_gemma":0.00002237334,"threshold_uncertainty_score":0.9977763},"labels":[],"label_agreement":null},{"id":"W82788975","doi":"10.9741/2327-8455.1295","title":"How the Mob (Museum) Was Won: Building a History of Organized Crime in the U.S.","year":2013,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","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":"Las vegas; Tourism; Population; Reputation; Quarter (Canadian coin); Media studies; Sociology; Law; Political science; Criminology; Advertising; History; Business; Archaeology; Demography","score_opus":0.33272454983901983,"score_gpt":0.4660248604250085,"score_spread":0.13330031058598868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W82788975","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43460807,0.53185576,0.00005350829,0.021920845,0.0014561488,0.0024615652,0.0000041417693,0.0000323426,0.0076076076],"genre_scores_gemma":[0.96911925,0.02452021,0.0003116549,0.00056111306,0.00027172526,0.00020936021,0.0000027876938,0.00004994229,0.0049539716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99508625,0.002367384,0.0005329621,0.00027007546,0.0010355939,0.0007077169],"domain_scores_gemma":[0.9975768,0.00080800644,0.00025277626,0.0007682893,0.0004614797,0.00013268822],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0066966354,0.00018992108,0.00042817215,0.00030089385,0.000244853,0.00015767403,0.0011066179,0.000085964835,0.002005195],"category_scores_gemma":[0.00092286116,0.000096899246,0.00018385073,0.0006583719,0.00028768022,0.00019261756,0.0001135208,0.0016582002,0.00021492544],"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":[0.00009818838,0.0019634627,0.02921394,0.001136473,0.00046272497,0.0012325767,0.02105828,6.7526304e-7,0.013511803,0.0030173857,0.5461452,0.38215932],"study_design_scores_gemma":[0.0036795365,0.0008236898,0.14366502,0.006936395,0.00035750316,0.0023773694,0.0062041944,0.000010082561,0.00020197587,0.0014886204,0.83375657,0.00049905846],"about_ca_topic_score_codex":0.00044921026,"about_ca_topic_score_gemma":0.000010375299,"teacher_disagreement_score":0.53451115,"about_ca_system_score_codex":0.00048702353,"about_ca_system_score_gemma":0.00023345996,"threshold_uncertainty_score":0.9989071},"labels":[],"label_agreement":null},{"id":"W89841752","doi":"10.9741/2327-8455.1225","title":"The Case for Casino Gaming","year":2012,"lang":"en","type":"article","venue":"UNLV Gaming Research & Review Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","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":"Dalhousie University","funders":"","keywords":"Business; Advertising; Marketing","score_opus":0.5101966107817945,"score_gpt":0.5874699975872835,"score_spread":0.07727338680548901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W89841752","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21541409,0.76676273,0.0004858632,0.0030730364,0.0041903406,0.0022709102,0.000030213594,0.00006173791,0.007711061],"genre_scores_gemma":[0.95838284,0.03220155,0.0007666201,0.00024840122,0.001631231,0.00037231678,0.000009001628,0.00007965467,0.00630839],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624574,0.0009917944,0.00053397875,0.00023232236,0.00052990316,0.0014662652],"domain_scores_gemma":[0.99682677,0.001539358,0.00017710087,0.0005488516,0.00044568206,0.0004622522],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010662919,0.00018865724,0.00029924503,0.00016917725,0.0020257724,0.00021517242,0.0003993772,0.00008516613,0.0004904034],"category_scores_gemma":[0.000998276,0.00011536201,0.00024021878,0.00036820557,0.00016836065,0.00019224847,0.000088709,0.0010006976,0.00042057995],"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":[0.00006320889,0.00044774465,0.010676549,0.00036371962,0.00022663342,0.0033736515,0.0012534849,1.3328972e-7,0.000104278006,0.0026142697,0.07042851,0.91044784],"study_design_scores_gemma":[0.0012898134,0.00038838983,0.0060189855,0.0017283343,0.0002781052,0.046999484,0.001603603,0.0000049637047,0.000069854905,0.0003022451,0.94104993,0.00026630017],"about_ca_topic_score_codex":0.00008652854,"about_ca_topic_score_gemma":0.000017940083,"teacher_disagreement_score":0.9101815,"about_ca_system_score_codex":0.0002107341,"about_ca_system_score_gemma":0.00008766105,"threshold_uncertainty_score":0.9992735},"labels":[],"label_agreement":null}]}