{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":37,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":37,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"54e819d74c5c","filters":{"venue":"SpringerBriefs in criminology"}},"results":[{"id":"W4360587167","doi":"10.1007/978-3-031-27693-4","title":"Place Management and Crime","year":2023,"lang":"en","type":"book","venue":"SpringerBriefs in criminology","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Criminology; Sociology","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07982828713985289,"gpt":0.3148854669504406,"spread":0.2350571798105877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001884748,0.0007750781,0.0004306184,0.0009454268,0.001542067,0.003920996,0.0005374367,0.001632554,0.04491718],"category_scores_gemma":[0.0004468571,0.0002713778,0.0001709486,0.002082133,0.00300206,0.002865267,0.0016996,0.001594608,0.009789948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486754,"about_ca_system_score_gemma":0.001384632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009723598,"about_ca_topic_score_gemma":0.02744726,"domain_scores_codex":[0.9998493,0.000039047,0.000005105831,0.00002581437,0.00005608838,0.00002456126],"domain_scores_gemma":[0.999929,0.00001912382,0.000007945973,0.00001172203,0.00001628239,0.00001584495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001502776,0.00005084755,0.0003422543,0.0001290312,0.000006216764,0.00004846414,0.00131364,0.0005976181,0.0001606559,0.4858465,0.2395912,0.2718984],"study_design_scores_gemma":[0.000003076036,0.00001469843,0.001138616,0.0002633086,0.000003676596,0.00008149556,0.001218273,0.000237779,0.00007603375,0.107533,0.8894234,0.000006620991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001667178,0.08535232,0.002060366,0.007169852,0.001838233,0.00002370435,0.00009990634,0.00007422279,0.9017141],"genre_scores_gemma":[0.04155839,0.06326909,0.001335633,0.001318735,0.001097979,0.00005731689,0.0001465892,0.00007496713,0.8911412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04491718,"threshold_uncertainty_score":0.1502629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387398202","doi":"10.1007/978-3-031-44077-9","title":"Police Search and Rescue Response to Lost and Missing Persons","year":2023,"lang":"en","type":"book","venue":"SpringerBriefs in criminology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Search and rescue; Computer security; Computer science; Psychology; Artificial intelligence","authors":[{"name":"Lorna Ferguson","is_ca":true},{"name":"Laura Huey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1521769996309037,"gpt":0.4022576269447123,"spread":0.2500806273138086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003816568,0.0003107716,0.0002356257,0.0008992836,0.001650375,0.001397421,0.000668058,0.0009750117,0.04104298],"category_scores_gemma":[0.002799001,0.0001750377,0.0001820051,0.0005653406,0.000610501,0.001036945,0.0009622945,0.001273447,0.009686555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006259868,"about_ca_system_score_gemma":0.00160511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178803,"about_ca_topic_score_gemma":0.03278628,"domain_scores_codex":[0.9997761,0.000078213,0.000008322741,0.00001293847,0.00007296959,0.00005150038],"domain_scores_gemma":[0.9995533,0.0002456975,0.00003494358,0.00001772864,0.00007445636,0.00007386511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009622651,0.0001305747,0.001876679,0.0001359395,0.00000730238,0.0004915742,0.006283746,0.0004464041,0.0003165574,0.0185424,0.587146,0.3845266],"study_design_scores_gemma":[0.00002251714,0.0001562756,0.01548433,0.0009739398,0.00001418066,0.001243258,0.03170129,0.001974849,0.0004757394,0.02187745,0.9260511,0.00002510084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04208613,0.03201329,0.007717872,0.0583831,0.008070963,0.0002238944,0.0007101452,0.0003248108,0.8504698],"genre_scores_gemma":[0.1485136,0.02288497,0.00266345,0.002832519,0.001148469,0.00008671395,0.0004867671,0.0001510496,0.8212325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04104298,"threshold_uncertainty_score":0.1373025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360587137","doi":"10.1007/978-3-031-27693-4_1","title":"Places and Crime","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2030498714369273,"gpt":0.3704734369552375,"spread":0.1674235655183102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002372857,0.0009029051,0.0004484977,0.001766458,0.002075422,0.004689824,0.0005860282,0.001565341,0.07476803],"category_scores_gemma":[0.0006529307,0.0002820255,0.000195234,0.003495075,0.002798892,0.003752971,0.001923564,0.001914111,0.0163472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861034,"about_ca_system_score_gemma":0.001407776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619411,"about_ca_topic_score_gemma":0.0461282,"domain_scores_codex":[0.9998185,0.00006287484,0.000005274994,0.00002672417,0.00006081057,0.00002587579],"domain_scores_gemma":[0.99989,0.00003768982,0.00001020548,0.00001847611,0.00002330153,0.00002037534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001014597,0.00002265173,0.0003917979,0.0001381842,0.000005314879,0.00004090835,0.001842212,0.000173078,0.00004763698,0.4843033,0.3722522,0.1407726],"study_design_scores_gemma":[0.00000173603,0.000004688675,0.0007737392,0.0002240962,0.000002946289,0.00005308419,0.001267418,0.00005318884,0.00002542234,0.06762508,0.9299649,0.000003611736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001002217,0.07468022,0.0007467456,0.009654122,0.002528019,0.00001741055,0.0002541992,0.00004278924,0.9110743],"genre_scores_gemma":[0.0235598,0.05860855,0.0005604175,0.001880254,0.00122715,0.00004867076,0.0002551871,0.00008296272,0.9137772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07476803,"threshold_uncertainty_score":0.250124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360587142","doi":"10.1007/978-3-031-27693-4_3","title":"Place Management","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Computer science","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1977031374191909,"gpt":0.3696076977877133,"spread":0.1719045603685224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004460382,0.0006218206,0.0003373591,0.001563352,0.00133703,0.004526689,0.001302467,0.001050203,0.2353885],"category_scores_gemma":[0.0009748841,0.0002935457,0.0003282242,0.002026348,0.0006256087,0.002294223,0.002646689,0.001023877,0.1149916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152854,"about_ca_system_score_gemma":0.001969048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004465963,"about_ca_topic_score_gemma":0.009976814,"domain_scores_codex":[0.9995279,0.00004498059,0.00001885879,0.00007215123,0.0002750342,0.00006108708],"domain_scores_gemma":[0.9996395,0.0000318282,0.00001775757,0.00008305672,0.0001439946,0.00008383038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002825022,0.00007040831,0.0004876341,0.0001203509,0.000005896683,0.00006694921,0.0004006621,0.0005608707,0.0009882321,0.06163309,0.259766,0.6758716],"study_design_scores_gemma":[0.00000274622,0.00001341031,0.0004630973,0.00006574174,0.000002807291,0.00006514018,0.0003628003,0.000380094,0.0004434279,0.009185099,0.9890092,0.00000644624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002402799,0.002288672,0.0178803,0.002470709,0.001384456,0.00009842015,0.0008117483,0.001373567,0.9712893],"genre_scores_gemma":[0.01439227,0.001865314,0.006936781,0.0003604343,0.0001777375,0.00005561814,0.0008647865,0.0002472416,0.9750999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2353885,"threshold_uncertainty_score":0.7874528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360587146","doi":"10.1007/978-3-031-27693-4_2","title":"Why Some Places Are Bad","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Depiction; Property (philosophy); Criminology; Geography; Epistemology; Sociology; Art; Philosophy; Visual arts","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1892647253604037,"gpt":0.3619240415305199,"spread":0.1726593161701162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00186006,0.0005505384,0.0005595679,0.001105407,0.007002883,0.009689648,0.0009962122,0.005149166,0.07638527],"category_scores_gemma":[0.006053341,0.0003856137,0.0004417245,0.001393915,0.011166,0.01086776,0.004044536,0.009458633,0.02239603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003381777,"about_ca_system_score_gemma":0.004624833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02226504,"about_ca_topic_score_gemma":0.05818287,"domain_scores_codex":[0.9979843,0.0006152646,0.00004696704,0.0002297855,0.0005774151,0.0005462895],"domain_scores_gemma":[0.997991,0.0003705437,0.0001647359,0.0001996877,0.0005983261,0.0006757372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001848534,0.00001952876,0.001026172,0.00008027949,0.00001217693,0.0001226293,0.004804768,0.00003337795,0.00007282964,0.153056,0.8014732,0.0392806],"study_design_scores_gemma":[0.00000505004,0.000007424006,0.0008060554,0.000219211,0.000006662125,0.0001114277,0.008458847,0.00001742308,0.00004322065,0.03785665,0.9524568,0.00001124655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00402289,0.01748298,0.0007845335,0.4959654,0.01952999,0.00001970631,0.0002507118,0.00016903,0.4617747],"genre_scores_gemma":[0.1191303,0.01554953,0.001061787,0.2122383,0.004986918,0.00007436688,0.0002328773,0.0004388785,0.646287],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07638527,"threshold_uncertainty_score":0.2555342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W89892810","doi":"10.1007/978-1-4419-0273-3_3","title":"The Nature of Youth Crime","year":2011,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Criminology; Psychology","authors":[{"name":"Shahid Alvi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1504457712491274,"gpt":0.3481717580114291,"spread":0.1977259867623017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007571478,0.0003566354,0.0003371368,0.001391219,0.001763802,0.004959734,0.0005368469,0.001357308,0.01178492],"category_scores_gemma":[0.001431939,0.0002738013,0.000237667,0.002091652,0.006315873,0.004350339,0.001631828,0.002530585,0.001237862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612906,"about_ca_system_score_gemma":0.00293111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146999,"about_ca_topic_score_gemma":0.02159527,"domain_scores_codex":[0.9992423,0.0002870741,0.00001841076,0.00009082104,0.000193268,0.0001681167],"domain_scores_gemma":[0.9996157,0.0001209244,0.00005388871,0.00003504389,0.00007037024,0.0001040491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008008581,0.00002548119,0.002313664,0.00005506956,0.000006261805,0.00004738472,0.005887125,0.0001396524,0.00007568383,0.872708,0.0529239,0.06580982],"study_design_scores_gemma":[0.000004026546,0.00001795072,0.01075289,0.0005160897,0.000006322726,0.0002121982,0.008472677,0.0003561537,0.0001069208,0.4352573,0.5442857,0.00001172806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02576516,0.06798226,0.004478101,0.06027059,0.001555587,0.00004769501,0.0004493804,0.000059171,0.8393919],"genre_scores_gemma":[0.6125548,0.07332462,0.002646666,0.007259541,0.002843042,0.0002194431,0.0004673607,0.0001579297,0.3005265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01178492,"threshold_uncertainty_score":0.03942448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360591994","doi":"10.1007/978-3-031-27693-4_7","title":"The Extended Place Manager II: Hidden Crime-Involved Places and Place Networks","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sense of place; Place making; Sociology; Engineering; Architectural engineering; Social science","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09814008220087339,"gpt":0.331274294076792,"spread":0.2331342118759187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005703407,0.0006427254,0.0004165652,0.0009155449,0.001054179,0.004908279,0.0008975776,0.001888299,0.03341296],"category_scores_gemma":[0.001019294,0.0004136634,0.000254011,0.001567175,0.001719747,0.00677963,0.002217111,0.002067373,0.005779479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362521,"about_ca_system_score_gemma":0.001597916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003034473,"about_ca_topic_score_gemma":0.007809616,"domain_scores_codex":[0.9997361,0.0001050171,0.000009739964,0.00004535277,0.00006996382,0.00003372618],"domain_scores_gemma":[0.9995779,0.0001996965,0.00004048979,0.00003782073,0.00005834256,0.00008561844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001315163,0.0000181519,0.0003206281,0.0001392339,0.000004436117,0.0001064514,0.00214855,0.0005295866,0.0001303035,0.4637903,0.4185543,0.1142449],"study_design_scores_gemma":[0.0000040265,0.00001524621,0.0005680732,0.0002380727,0.000005312553,0.0001787521,0.001640285,0.0009416888,0.0001261909,0.115216,0.8810533,0.00001309286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00679118,0.08197145,0.05661264,0.07026117,0.01095096,0.000130327,0.0005927882,0.0005929414,0.7720965],"genre_scores_gemma":[0.07363493,0.0357107,0.01144909,0.003492549,0.003743067,0.0001748388,0.000338609,0.0004363428,0.8710199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03341296,"threshold_uncertainty_score":0.1117775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W197147822","doi":"10.1007/978-1-4419-0273-3_1","title":"The Criminalization and Control of Youth in Canada: A History","year":2011,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Criminalization; Criminology; Political science; History; Sociology","authors":[{"name":"Shahid Alvi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07827267390597821,"gpt":0.2508543312997754,"spread":0.1725816573937972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009709968,0.0006407547,0.0006194799,0.007993896,0.01475749,0.006601315,0.002485252,0.002480536,0.007223354],"category_scores_gemma":[0.003921913,0.0005248447,0.0005355773,0.01900456,0.007077474,0.001613079,0.002346863,0.0029601,0.0002904454],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1695784,"about_ca_system_score_gemma":0.3372412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987991,"about_ca_topic_score_gemma":0.9993395,"domain_scores_codex":[0.9972507,0.0002124107,0.00007965072,0.0001661511,0.0009539028,0.001337167],"domain_scores_gemma":[0.9967327,0.0004456886,0.000233864,0.00004000117,0.001691645,0.0008561179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001214372,0.0002104508,0.06557404,0.001250289,0.0001229669,0.001259234,0.06487086,0.001552078,0.0002096961,0.2626961,0.168857,0.4332758],"study_design_scores_gemma":[0.00002474325,0.00006591741,0.2337822,0.002431369,0.0001030444,0.0005802343,0.05383058,0.001017485,0.0003159337,0.0113129,0.6963682,0.0001673496],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.230263,0.4713742,0.001104526,0.0721174,0.002212145,0.0002198786,0.003703003,0.0001514031,0.2188544],"genre_scores_gemma":[0.6924747,0.2311823,0.001077546,0.005673747,0.0004334736,0.0001004351,0.001144072,0.00009296233,0.06782077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1695784,"threshold_uncertainty_score":0.9631713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360592068","doi":"10.1007/978-3-031-27693-4_9","title":"Reducing Crime at High-Crime Places","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aside; Criminology; Core (optical fiber); Political science; Crime prevention; Control (management); Computer security; Public relations; Engineering; Computer science; Sociology; Artificial intelligence","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1615594189265749,"gpt":0.3573993314798657,"spread":0.1958399125532908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002102254,0.0004902065,0.0002333444,0.0008019441,0.00051139,0.001338111,0.0008018891,0.0007791771,0.0326627],"category_scores_gemma":[0.0007716119,0.0001230334,0.0002041689,0.00104984,0.0005064146,0.0007453071,0.0007623037,0.001212461,0.005885076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006428745,"about_ca_system_score_gemma":0.001519291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206262,"about_ca_topic_score_gemma":0.03624881,"domain_scores_codex":[0.9997744,0.00006214385,0.000004772919,0.00001970738,0.0000967178,0.00004222339],"domain_scores_gemma":[0.9998259,0.00005279153,0.00002549644,0.00001297255,0.0000397542,0.00004302736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001558056,0.0002598516,0.001363156,0.0002663065,0.00001519507,0.00002825073,0.0005013047,0.0006694388,0.0003852694,0.02649847,0.1925025,0.7774946],"study_design_scores_gemma":[0.00003476608,0.0001973892,0.04742158,0.001470478,0.00006203076,0.0002198707,0.003189119,0.001740234,0.001307621,0.09290352,0.8514286,0.00002480025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03248354,0.04372345,0.01068222,0.04324216,0.003243808,0.0001206106,0.0008389417,0.0003744448,0.8652908],"genre_scores_gemma":[0.2433759,0.09526207,0.01287811,0.006046404,0.002147185,0.0002510794,0.0007843354,0.0002824461,0.6389725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0326627,"threshold_uncertainty_score":0.1092676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W130317298","doi":"10.1007/978-1-4614-4307-0_5","title":"Culture in the Shadows","year":2012,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"History; Sociology","authors":[{"name":"C. E. Prowse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1048777108000867,"gpt":0.3128297477566179,"spread":0.2079520369565312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001823267,0.0005758168,0.0005125566,0.001055583,0.01463176,0.01340935,0.0008184349,0.00225914,0.02098747],"category_scores_gemma":[0.004174337,0.0002625976,0.0002090116,0.001390751,0.04362723,0.009631651,0.008843463,0.006806532,0.001808464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005905135,"about_ca_system_score_gemma":0.00670934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934053,"about_ca_topic_score_gemma":0.0256599,"domain_scores_codex":[0.997932,0.001055742,0.00002738365,0.0002040461,0.0002941292,0.0004868787],"domain_scores_gemma":[0.9984481,0.0005293809,0.0001073,0.0002459448,0.00018923,0.0004799891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001931986,0.00001899264,0.0003984305,0.00003243557,0.000004850947,0.00008662825,0.07608423,0.00005164538,0.00006381758,0.8797401,0.02769339,0.0158062],"study_design_scores_gemma":[0.000009993795,0.00001734502,0.0009075661,0.0002679186,0.000006797035,0.0000706262,0.07811836,0.0000988869,0.0001480477,0.2318616,0.6884767,0.00001614597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03101024,0.01329215,0.0008145156,0.05210241,0.001551627,0.00001748746,0.00005338044,0.00004126833,0.901117],"genre_scores_gemma":[0.8295749,0.00558511,0.0003102234,0.006959464,0.0008843592,0.00004230157,0.0000344848,0.0001397566,0.1564693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02098747,"threshold_uncertainty_score":0.0702101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360592029","doi":"10.1007/978-3-031-27693-4_10","title":"Rethinking the Forms of Social Control","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Crime control; Control (management); Style (visual arts); Perspective (graphical); Social control; Context (archaeology); Interpersonal communication; State (computer science); Sociology; Public relations; Criminology; Social psychology; Political science; Psychology; Social science; Management; Geography; Computer science; Economics","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1898217325589923,"gpt":0.3635832532466787,"spread":0.1737615206876863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00730013,0.0009398149,0.0009520239,0.002036822,0.002220414,0.01198489,0.002325649,0.003597424,0.01068975],"category_scores_gemma":[0.01199615,0.0006315215,0.0006781866,0.001821612,0.05499508,0.01941641,0.003782069,0.008370525,0.00115686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004070596,"about_ca_system_score_gemma":0.002782793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00547783,"about_ca_topic_score_gemma":0.007456947,"domain_scores_codex":[0.9952898,0.002954636,0.0001416252,0.0005904957,0.000748391,0.0002749472],"domain_scores_gemma":[0.9903341,0.007101007,0.000244166,0.001559153,0.000555385,0.000206334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002382187,0.000002621101,0.00004086215,0.00001047339,0.000002253402,0.000005966335,0.0005135527,0.00013044,0.00002320324,0.9937419,0.0007742742,0.004752087],"study_design_scores_gemma":[0.000002356599,0.000002996959,0.00007486876,0.00003953472,0.000002011892,0.00001210848,0.0002407378,0.0003457316,0.0000348208,0.9828954,0.01634503,0.000004389016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01733194,0.0416024,0.215123,0.1105208,0.00389192,0.00007866191,0.0002260735,0.0002974799,0.6109277],"genre_scores_gemma":[0.822053,0.02226486,0.06891149,0.009133541,0.003226188,0.000311971,0.0001821212,0.0005151263,0.0734017],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01198489,"threshold_uncertainty_score":0.03860718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408464582","doi":"10.1007/978-3-031-85709-6_5","title":"Public Order Incidents","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada); University of Regina; London Health Sciences Centre","funders":"","keywords":"Public order; Order (exchange); Computer science; Business; Political science; Law","authors":[{"name":"Laura Huey","is_ca":true},{"name":"Lorna Ferguson","is_ca":true},{"name":"Judith P. Andersen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1353186972352183,"gpt":0.2475540652969339,"spread":0.1122353680617156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009578386,0.0005193222,0.0003405788,0.003362917,0.004692188,0.006201591,0.000995322,0.002967432,0.2188908],"category_scores_gemma":[0.005967653,0.0004569987,0.0006355963,0.002929883,0.0009057235,0.003251971,0.002512227,0.00372869,0.06566224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002665785,"about_ca_system_score_gemma":0.003776037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00964557,"about_ca_topic_score_gemma":0.02047553,"domain_scores_codex":[0.9981515,0.0002701931,0.0001086739,0.0002238158,0.0007772124,0.0004685561],"domain_scores_gemma":[0.9978182,0.0005568382,0.000251615,0.0003677478,0.0006573758,0.0003481339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000552679,0.0001235849,0.001522948,0.0001177963,0.000007941726,0.0004091485,0.001364695,0.0001017802,0.0001339711,0.1144461,0.8119279,0.06978881],"study_design_scores_gemma":[0.000007623933,0.00001699097,0.002717931,0.0001319868,0.000006090921,0.0002382818,0.001162294,0.0000975976,0.0001962856,0.006288513,0.9891282,0.000008295249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004861158,0.0009946318,0.0004754392,0.004934178,0.001287206,0.00008471737,0.001807888,0.0002332604,0.9853216],"genre_scores_gemma":[0.04827321,0.001665006,0.0003769865,0.002914445,0.0008318851,0.00006982002,0.001805053,0.0001254162,0.9439382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2188908,"threshold_uncertainty_score":0.7322627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360587155","doi":"10.1007/978-3-031-27693-4_6","title":"The Extended Place Manager I: Crime Radiation","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1271362327044443,"gpt":0.3601288310076911,"spread":0.2329925983032468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007810043,0.001092396,0.0006405092,0.001365428,0.001464713,0.003817044,0.001132756,0.003358576,0.09803192],"category_scores_gemma":[0.001412994,0.0005171674,0.0003615511,0.001427945,0.001203985,0.004864444,0.002709605,0.004207687,0.04052924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454243,"about_ca_system_score_gemma":0.001272219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678466,"about_ca_topic_score_gemma":0.005604636,"domain_scores_codex":[0.9995174,0.0001230785,0.00002286281,0.00009485865,0.0001903272,0.00005148205],"domain_scores_gemma":[0.9994242,0.0001690755,0.00005645265,0.0000693127,0.0001225419,0.0001583295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001004922,0.00001831774,0.00008508275,0.00009570737,0.000002035431,0.00004358821,0.0002813589,0.0000888462,0.0001550027,0.02346337,0.8429056,0.1328509],"study_design_scores_gemma":[0.000001292085,0.00001090735,0.0001102868,0.00008477626,0.000001089753,0.00005518338,0.0001071557,0.00003868783,0.00006528587,0.002866321,0.9966545,0.000004425667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001684847,0.1643298,0.01240118,0.08206073,0.06375803,0.0001272498,0.0003979842,0.001088387,0.6741518],"genre_scores_gemma":[0.004547712,0.01978383,0.001332952,0.005594443,0.009882946,0.00004238473,0.00009034808,0.0003406153,0.9583848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09803192,"threshold_uncertainty_score":0.3279495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408464210","doi":"10.1007/978-3-031-85709-6_1","title":"Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada); University of Regina; London Health Sciences Centre","funders":"","keywords":"Computer science","authors":[{"name":"Laura Huey","is_ca":true},{"name":"Lorna Ferguson","is_ca":true},{"name":"Judith P. Andersen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1133622108811481,"gpt":0.3694161518359827,"spread":0.2560539409548346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009687896,0.0009598794,0.0005678443,0.001993652,0.001492374,0.004812561,0.001698076,0.001896294,0.7123159],"category_scores_gemma":[0.003455413,0.0003239278,0.0005899022,0.001672127,0.0005646594,0.002707878,0.002952992,0.001810278,0.6091462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456292,"about_ca_system_score_gemma":0.00266417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426245,"about_ca_topic_score_gemma":0.005203949,"domain_scores_codex":[0.9990517,0.0001122059,0.000037521,0.0001896836,0.0005018119,0.0001071184],"domain_scores_gemma":[0.998768,0.0001845173,0.00004285859,0.0001794264,0.0005658119,0.0002593845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002347998,0.00003240728,0.0001195585,0.0001354598,0.000002057445,0.00004549347,0.00009599232,0.000075276,0.0002328609,0.01837173,0.8369926,0.1438731],"study_design_scores_gemma":[0.000001771647,0.000004578426,0.00007912581,0.00005061753,7.401766e-7,0.00002191197,0.00003248785,0.00001467395,0.00004653904,0.002159294,0.9975863,0.000002125285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004162864,0.002021861,0.004064437,0.004012325,0.006434044,0.0002076846,0.005310095,0.001333138,0.9762002],"genre_scores_gemma":[0.00116095,0.001182452,0.001610365,0.001491701,0.000745048,0.0001279346,0.003539194,0.0003799823,0.9897625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7123159,"threshold_uncertainty_score":0.4103464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404193750","doi":"10.1007/978-3-031-74169-2_4","title":"A “Hidden” Disability","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"Psychology; Computer science","authors":[{"name":"Natalie Novick Brown","is_ca":false},{"name":"Stephen Greenspan","is_ca":true},{"name":"Karen Steele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05442603675350909,"gpt":0.2946412187288132,"spread":0.2402151819753041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006420476,0.0004999392,0.0003696533,0.0005825104,0.003086404,0.003309872,0.0007126919,0.002841422,0.04460595],"category_scores_gemma":[0.001668337,0.0001868196,0.0002903327,0.0004141116,0.006068125,0.005475944,0.004557597,0.004547446,0.01446182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127145,"about_ca_system_score_gemma":0.00231614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003460527,"about_ca_topic_score_gemma":0.007965068,"domain_scores_codex":[0.9994937,0.0001279721,0.00001918685,0.00007853737,0.0001352694,0.0001453886],"domain_scores_gemma":[0.9996823,0.0000867122,0.00001789315,0.00005819972,0.00006833134,0.00008662888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001005998,0.00002708924,0.0001395132,0.0000403684,0.000001927103,0.0002320428,0.001815689,0.00004269091,0.0001490502,0.628507,0.3023941,0.06664044],"study_design_scores_gemma":[0.000002208491,0.00000934932,0.0001536849,0.00009163834,0.000001260234,0.0004326101,0.0007037146,0.00003433846,0.00005510818,0.05604268,0.9424695,0.000003923994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002362331,0.005601902,0.002115896,0.02785104,0.005807368,0.00003288864,0.00007200619,0.00005612246,0.9561004],"genre_scores_gemma":[0.02822948,0.003542018,0.0008047459,0.009194588,0.001270412,0.00004582973,0.00006163918,0.00006385405,0.9567875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04460595,"threshold_uncertainty_score":0.1492217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360587164","doi":"10.1007/978-3-031-27693-4_8","title":"The Extended Place Manager III: Place Networks for Safety","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03434669129143645,"gpt":0.2351035624183842,"spread":0.2007568711269478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005253166,0.0009810181,0.0004490874,0.000820258,0.0007720113,0.004258552,0.001081952,0.001632554,0.05526357],"category_scores_gemma":[0.0008404788,0.0005773765,0.0003591198,0.001538176,0.0005782893,0.005343793,0.001892018,0.001886673,0.02401291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008963259,"about_ca_system_score_gemma":0.001319733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003059254,"about_ca_topic_score_gemma":0.004380562,"domain_scores_codex":[0.9997064,0.00004891449,0.00001454588,0.00004666442,0.0001432753,0.00004019933],"domain_scores_gemma":[0.9997413,0.00005882496,0.00001712653,0.00005617562,0.00007578398,0.00005083089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002961644,0.0000282091,0.0001184085,0.0001777002,0.000006735086,0.00008131355,0.0003678057,0.003046988,0.001370035,0.165997,0.4074874,0.4212888],"study_design_scores_gemma":[0.000003298441,0.00001435039,0.00009506117,0.00007222885,0.000004099757,0.00008355425,0.00008155601,0.001854477,0.0003768715,0.01348524,0.9839204,0.000009057708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002642251,0.01112227,0.2849268,0.005594861,0.005880971,0.0001559134,0.001073231,0.007521565,0.6810821],"genre_scores_gemma":[0.02037214,0.009324336,0.05148171,0.0009118959,0.001075539,0.0001740513,0.001090398,0.001707937,0.9138619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05526357,"threshold_uncertainty_score":0.184875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404161202","doi":"10.1007/978-3-031-74169-2_1","title":"The Forensic Case","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"Forensic science; Psychology; History; Archaeology","authors":[{"name":"Natalie Novick Brown","is_ca":false},{"name":"Stephen Greenspan","is_ca":true},{"name":"Karen Steele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05019820581789939,"gpt":0.2848851114746533,"spread":0.2346869056567539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379487,0.0005555368,0.0003715304,0.0008392244,0.007834118,0.005319065,0.001320292,0.01202872,0.03067472],"category_scores_gemma":[0.003443032,0.0003496645,0.0003881688,0.0005427902,0.007661432,0.004111745,0.004930545,0.009877617,0.005235339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002873781,"about_ca_system_score_gemma":0.003995107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006866951,"about_ca_topic_score_gemma":0.02103327,"domain_scores_codex":[0.9989029,0.0003406879,0.00002294496,0.0001634716,0.0001984713,0.0003714656],"domain_scores_gemma":[0.999556,0.0001610518,0.00002262212,0.0000380697,0.00006796957,0.0001542573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001307994,0.00005311065,0.0002895321,0.00003251345,0.000003505965,0.006993025,0.002685452,0.00007242147,0.00009413221,0.6250015,0.336151,0.02861073],"study_design_scores_gemma":[0.000005142168,0.00001170414,0.0003051161,0.0002574839,0.000003367428,0.005645911,0.003387957,0.00006931792,0.00006434036,0.09491982,0.8953195,0.00001030443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003218132,0.01324553,0.000889401,0.09159084,0.005519812,0.00003981079,0.00003957878,0.00002200763,0.8854349],"genre_scores_gemma":[0.09834929,0.01104536,0.00125472,0.08880393,0.005883719,0.0001308148,0.00005715596,0.00005847612,0.7944165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03067472,"threshold_uncertainty_score":0.1026172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360587128","doi":"10.1007/978-3-031-27693-4_4","title":"Sources of Powers","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"History","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1826914267825241,"gpt":0.3658610877125767,"spread":0.1831696609300527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002299869,0.0009274031,0.0008159349,0.003805521,0.005684514,0.01426784,0.001623176,0.00346075,0.2208246],"category_scores_gemma":[0.01401323,0.000588196,0.0005565268,0.003694998,0.005470444,0.008608595,0.006176176,0.005678908,0.09872143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005383682,"about_ca_system_score_gemma":0.00446002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005581762,"about_ca_topic_score_gemma":0.01016519,"domain_scores_codex":[0.9972861,0.0006593097,0.0001117415,0.0004779746,0.001084932,0.000379966],"domain_scores_gemma":[0.9964969,0.0007948012,0.000151582,0.001143994,0.001144687,0.0002680967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000097468,0.000007054208,0.0000710985,0.00004712276,0.000003157534,0.00004130325,0.0008537853,0.00004009522,0.00004043656,0.7478241,0.2167671,0.0342951],"study_design_scores_gemma":[0.000002758214,0.00000170456,0.00006340867,0.00007743244,0.000001804301,0.00003450242,0.0001855989,0.0000327713,0.00004117092,0.05218124,0.9473743,0.000003417359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002864102,0.001505799,0.001242602,0.004009718,0.001210437,0.00002284547,0.0001477638,0.00009287,0.9914817],"genre_scores_gemma":[0.01440207,0.001420542,0.0007799868,0.002050952,0.0009731118,0.00008075582,0.0002012702,0.0003588757,0.9797323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2208246,"threshold_uncertainty_score":0.7387319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360587148","doi":"10.1007/978-3-031-27693-4_5","title":"Place Manager Failures and Successes","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Incentive; Typology; Business; Public relations; Crime prevention; Criminology; Computer security; Political science; Economics; Computer science; Microeconomics; Sociology","authors":[{"name":"John E. Eck","is_ca":false},{"name":"Shannon J. Linning","is_ca":true},{"name":"Tamara D. Herold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1414268373469117,"gpt":0.3568241789156565,"spread":0.2153973415687448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001939978,0.0002539679,0.0002643041,0.001196101,0.00139293,0.004293264,0.0006076191,0.001047141,0.02570191],"category_scores_gemma":[0.00881882,0.0002595338,0.0001340883,0.002280149,0.003083296,0.002604384,0.001424316,0.001760683,0.002167507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479793,"about_ca_system_score_gemma":0.001717219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006254303,"about_ca_topic_score_gemma":0.02195055,"domain_scores_codex":[0.9989181,0.0004707266,0.00002479116,0.00006411182,0.0002833088,0.0002390131],"domain_scores_gemma":[0.9951631,0.002227741,0.0008374571,0.0001570971,0.0004480606,0.001166491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000245758,0.0004155435,0.1141565,0.0003179402,0.00006692451,0.0007632862,0.04680032,0.0008105134,0.0001794303,0.3715112,0.1336476,0.331085],"study_design_scores_gemma":[0.00003935699,0.0002591987,0.3226355,0.001154117,0.00005206123,0.0007441276,0.1914557,0.0008360621,0.0001978902,0.1526843,0.3298734,0.00006825871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2973656,0.03977251,0.001367643,0.05096912,0.00129802,0.00003327085,0.0003867534,0.00005625215,0.6087508],"genre_scores_gemma":[0.8842257,0.015279,0.0003223194,0.0006454352,0.0003943446,0.00003674138,0.0001041437,0.0000291102,0.09896314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02570191,"threshold_uncertainty_score":0.08598143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387398245","doi":"10.1007/978-3-031-44077-9_3","title":"The Launch of Police Search and Rescue Response","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Officer; Incident response; Emergency response; Disaster response; Computer security; Public relations; Psychology; Political science; Aeronautics; Engineering; Emergency management; Computer science; Medical emergency; Medicine; Law","authors":[{"name":"Lorna Ferguson","is_ca":true},{"name":"Laura Huey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2238587832381708,"gpt":0.4431815942646839,"spread":0.2193228110265131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001950553,0.0005139949,0.000306784,0.001005329,0.004619498,0.009774779,0.0008903132,0.006058251,0.03770101],"category_scores_gemma":[0.005386916,0.000477202,0.000294498,0.000838169,0.005097315,0.006334262,0.003781198,0.007903088,0.009044369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004653298,"about_ca_system_score_gemma":0.007287784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02143202,"about_ca_topic_score_gemma":0.04168435,"domain_scores_codex":[0.998337,0.0005520206,0.00003682918,0.00009407118,0.0005617699,0.0004183472],"domain_scores_gemma":[0.9985611,0.0006474347,0.00009531961,0.0000946639,0.0002789431,0.0003225728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002099212,0.00002537858,0.0002542455,0.00008033899,0.000004101086,0.0002003161,0.007231958,0.0001821457,0.0002296323,0.3738117,0.560166,0.0577932],"study_design_scores_gemma":[0.000003070703,0.00001357636,0.0003004884,0.0001339651,0.000001410826,0.00004039576,0.003502838,0.0000985747,0.00007686273,0.01125267,0.9845691,0.000007175228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004235323,0.00829047,0.001560803,0.1306923,0.009437076,0.00004976023,0.0001025156,0.0001199835,0.8455119],"genre_scores_gemma":[0.08106411,0.006288096,0.0008279092,0.02172639,0.003111538,0.00007116622,0.0000804685,0.0001905063,0.8866399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03770101,"threshold_uncertainty_score":0.1261225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387414917","doi":"10.1007/978-3-031-44077-9_7","title":"Outroduction to Police Search and Rescue","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Search and rescue; Field (mathematics); Work (physics); Political science; Computer security; Computer science; Engineering; Artificial intelligence","authors":[{"name":"Lorna Ferguson","is_ca":true},{"name":"Laura Huey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1395641287667971,"gpt":0.3520497942990839,"spread":0.2124856655322868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007924273,0.0006773866,0.0003829777,0.00135042,0.002477912,0.005921355,0.001440387,0.002250961,0.04748527],"category_scores_gemma":[0.001910896,0.0003448563,0.0003962211,0.001617351,0.004964678,0.004963583,0.003202967,0.003269099,0.009258876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003603084,"about_ca_system_score_gemma":0.003813378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068425,"about_ca_topic_score_gemma":0.02217073,"domain_scores_codex":[0.9993622,0.0002563182,0.00002297673,0.0000875386,0.0001681638,0.0001027608],"domain_scores_gemma":[0.9993869,0.0002032234,0.000040917,0.0001365278,0.0001487993,0.00008364949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001879712,0.00004018922,0.0001086277,0.000163322,0.000003470634,0.00005954504,0.001844467,0.0003727597,0.0001266622,0.748723,0.1246947,0.1238446],"study_design_scores_gemma":[0.000001364271,0.000008015936,0.0001052308,0.0001524462,0.000001956155,0.00004042116,0.000304756,0.0001395428,0.00008166608,0.05859314,0.9405682,0.000003248265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001819548,0.03650001,0.004453216,0.009136911,0.005826239,0.00003206027,0.00007256,0.00006402817,0.9420954],"genre_scores_gemma":[0.04224858,0.0331139,0.001739293,0.003379157,0.003453164,0.00004771499,0.0001182908,0.000145426,0.9157545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04748527,"threshold_uncertainty_score":0.158854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404194357","doi":"10.1007/978-3-031-74169-2_2","title":"A Childhood Marked by Red Flags","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"FLAGS register; History; Computer science","authors":[{"name":"Natalie Novick Brown","is_ca":false},{"name":"Stephen Greenspan","is_ca":true},{"name":"Karen Steele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07980491330118597,"gpt":0.3728942325429032,"spread":0.2930893192417172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009380754,0.0004807763,0.000490511,0.0007328088,0.007745921,0.005138999,0.0006038395,0.003246681,0.04054266],"category_scores_gemma":[0.002728381,0.0003976556,0.0003731957,0.0008406314,0.007015585,0.004980322,0.004531158,0.00853743,0.01239365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003900736,"about_ca_system_score_gemma":0.003525133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01616838,"about_ca_topic_score_gemma":0.04029299,"domain_scores_codex":[0.9992231,0.0002343888,0.00002253553,0.00008787277,0.0001729752,0.0002591285],"domain_scores_gemma":[0.9991513,0.0001946243,0.00007770674,0.0000791673,0.0002199262,0.0002773729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000325852,0.00001846756,0.000297027,0.00004946494,0.00000240489,0.0008151639,0.01025078,0.00003418236,0.0002415964,0.4253188,0.5307109,0.03222873],"study_design_scores_gemma":[0.000001847886,0.000005830588,0.0001664587,0.0001178385,0.000001200374,0.0003623215,0.002910372,0.000009183342,0.00007674305,0.008596314,0.9877479,0.000003923932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006581989,0.01620468,0.002222553,0.06862808,0.02042573,0.00004588732,0.0002146422,0.0001739357,0.8855025],"genre_scores_gemma":[0.06678545,0.007251992,0.0009416012,0.01827937,0.002123781,0.00004378591,0.0001165007,0.0003397025,0.9041179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04054266,"threshold_uncertainty_score":0.1356287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387414931","doi":"10.1007/978-3-031-44077-9_5","title":"The Work of Police Search and Rescue, Part II","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Search and rescue; Drone; Work (physics); Computer science; Computer security; Engineering; Artificial intelligence","authors":[{"name":"Lorna Ferguson","is_ca":true},{"name":"Laura Huey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1326128066111723,"gpt":0.3378004431583658,"spread":0.2051876365471935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000412686,0.0007093172,0.0004015011,0.001579272,0.002238097,0.005207616,0.0007900116,0.001897327,0.02544768],"category_scores_gemma":[0.001190306,0.000386513,0.0003325986,0.002605109,0.003443218,0.003040262,0.001444125,0.001309513,0.006561078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649591,"about_ca_system_score_gemma":0.003319699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120933,"about_ca_topic_score_gemma":0.01442995,"domain_scores_codex":[0.9995819,0.0001386439,0.00002075659,0.00006918178,0.0001119806,0.00007756671],"domain_scores_gemma":[0.9996842,0.0001513468,0.00002348261,0.00004271905,0.0000555585,0.00004278236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000257609,0.00007219418,0.0003677949,0.0006848685,0.000009683011,0.0001325735,0.008045439,0.0007649253,0.0005215424,0.3988022,0.3708796,0.2196934],"study_design_scores_gemma":[0.000002389106,0.00001454542,0.001033753,0.0004862445,0.000002631102,0.0001414094,0.00236684,0.0001410101,0.0001055855,0.04597348,0.9497259,0.000006265644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003933568,0.2270523,0.005783021,0.01552952,0.006006457,0.00009533725,0.0002760116,0.00008014279,0.7412436],"genre_scores_gemma":[0.08501951,0.1676582,0.00359871,0.004195671,0.005639758,0.0002376307,0.0004539971,0.0001808209,0.7330156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02544768,"threshold_uncertainty_score":0.08513105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387398100","doi":"10.1007/978-3-031-44077-9_4","title":"The Work of Police Search and Rescue, Part I","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Search and rescue; Work (physics); Computer science; Operations research; Engineering; Artificial intelligence","authors":[{"name":"Lorna Ferguson","is_ca":true},{"name":"Laura Huey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2387242812371621,"gpt":0.3860617862667171,"spread":0.1473375050295549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004520443,0.000729568,0.0003474039,0.001330822,0.002056979,0.004754309,0.0007457084,0.001884052,0.03281851],"category_scores_gemma":[0.001142474,0.0003502871,0.0002420338,0.002281044,0.003573476,0.002987366,0.001345259,0.001694082,0.008912921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002484363,"about_ca_system_score_gemma":0.003310723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008621407,"about_ca_topic_score_gemma":0.01427979,"domain_scores_codex":[0.9996112,0.0001262539,0.00001834587,0.00006165888,0.0001176709,0.00006491895],"domain_scores_gemma":[0.9996874,0.0001524688,0.0000253288,0.0000354221,0.00004976711,0.00004955706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001561091,0.00006048472,0.0002382323,0.0005318776,0.000005031779,0.00007234979,0.004456267,0.0003369194,0.0003150381,0.2679087,0.524963,0.2010965],"study_design_scores_gemma":[0.000001941277,0.000009437665,0.0006597908,0.000381358,0.000001385624,0.00007360278,0.001142038,0.00006117318,0.00005559454,0.03179171,0.9658182,0.000003729721],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001680048,0.2062233,0.003016937,0.01828684,0.006727621,0.00006741432,0.0001633863,0.00006337049,0.7637712],"genre_scores_gemma":[0.03827196,0.1553341,0.001790331,0.005699819,0.006396057,0.0001861472,0.0002316763,0.0001269532,0.791963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03281851,"threshold_uncertainty_score":0.1097888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387414887","doi":"10.1007/978-3-031-44077-9_1","title":"Introduction to Search and Rescue in Canada","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Focus (optics); Work (physics); Search and rescue; Key (lock); Data science; Computer science; Political science; Engineering ethics; Engineering; Computer security; Artificial intelligence","authors":[{"name":"Lorna Ferguson","is_ca":true},{"name":"Laura Huey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08200290684450555,"gpt":0.3127580050309173,"spread":0.2307550981864118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004618094,0.001169481,0.0007532666,0.005541142,0.007956062,0.005874446,0.001532698,0.002044573,0.1374529],"category_scores_gemma":[0.001437183,0.0005436321,0.0005760448,0.009917939,0.00252696,0.002029496,0.001416397,0.002598735,0.01368377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07272579,"about_ca_system_score_gemma":0.1314734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879335,"about_ca_topic_score_gemma":0.9950599,"domain_scores_codex":[0.9992046,0.00004735173,0.00003153728,0.0000793493,0.0003982766,0.0002388779],"domain_scores_gemma":[0.9991066,0.00009460802,0.00001755159,0.00001894267,0.0005725304,0.0001898357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001429853,0.00002615218,0.0005185581,0.0002393581,0.000006094766,0.0001074124,0.000756066,0.0008777991,0.00008501943,0.09704292,0.80164,0.09868637],"study_design_scores_gemma":[0.000001285876,0.000002326326,0.0005970467,0.000124402,0.000001977229,0.00002614293,0.0003050316,0.00007914133,0.0000160957,0.001763068,0.9970742,0.000009255607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00187296,0.09779337,0.001761555,0.023159,0.006785095,0.0001140028,0.003143828,0.0002635367,0.8651068],"genre_scores_gemma":[0.0253989,0.1061034,0.002208367,0.00394285,0.0009941937,0.00006686834,0.001431452,0.0002576452,0.8595964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1374529,"threshold_uncertainty_score":0.527665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387414916","doi":"10.1007/978-3-031-44077-9_2","title":"The Organization of Police Search and Rescue","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Hierarchy; Search and rescue; Context (archaeology); Public relations; Work (physics); Focus (optics); Political science; Criminology; Knowledge management; Sociology; Engineering; Computer science; Geography; Law","authors":[{"name":"Lorna Ferguson","is_ca":true},{"name":"Laura Huey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1802372409270233,"gpt":0.3852224702273647,"spread":0.2049852293003414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005600794,0.000174724,0.0001780696,0.0009061737,0.001539193,0.005578637,0.0006189378,0.0009096191,0.01485618],"category_scores_gemma":[0.002308398,0.0002616235,0.0001522987,0.00188071,0.00348261,0.002329955,0.001029733,0.0007983198,0.002066736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316946,"about_ca_system_score_gemma":0.004511896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0168598,"about_ca_topic_score_gemma":0.02636071,"domain_scores_codex":[0.99924,0.0003529303,0.00001722557,0.00008018909,0.0001470896,0.0001624195],"domain_scores_gemma":[0.9988726,0.0004378075,0.0002088506,0.0001078013,0.0001536528,0.0002193768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004023162,0.00005513693,0.005452821,0.00007933731,0.00001285865,0.0001306028,0.01013886,0.002311338,0.0006022934,0.834189,0.04074299,0.1062446],"study_design_scores_gemma":[0.00001004937,0.00006266706,0.04657144,0.0002372141,0.000009946566,0.0002109045,0.02267296,0.005005291,0.000334536,0.3542298,0.5706283,0.00002692759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07810624,0.01038089,0.01596742,0.01461871,0.000319451,0.00006975967,0.0003369258,0.00006944789,0.8801311],"genre_scores_gemma":[0.8089431,0.006382328,0.00468446,0.000489871,0.000299475,0.0001038489,0.0002611026,0.00007848384,0.1787573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0168598,"threshold_uncertainty_score":0.04969889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387414874","doi":"10.1007/978-3-031-44077-9_6","title":"The Events After Police Search and Rescue Response","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Search and rescue; Agency (philosophy); Incident response; Unit (ring theory); Computer science; Work (physics); Computer security; Psychology; Engineering; Sociology; Artificial intelligence","authors":[{"name":"Lorna Ferguson","is_ca":true},{"name":"Laura Huey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0867100057288453,"gpt":0.3493963044581373,"spread":0.262686298729292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104438,0.0003394375,0.0002515029,0.001061519,0.005377669,0.007662727,0.0007935662,0.002660207,0.02766182],"category_scores_gemma":[0.004872122,0.0003523397,0.0003054881,0.001276924,0.002594514,0.004020303,0.00249599,0.004521921,0.005541242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003147898,"about_ca_system_score_gemma":0.002472704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01948536,"about_ca_topic_score_gemma":0.05052938,"domain_scores_codex":[0.998701,0.0005101023,0.00004476509,0.0001183444,0.0002619421,0.0003638194],"domain_scores_gemma":[0.9988179,0.0004413787,0.0001537917,0.00009691218,0.0002329163,0.0002570594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003134766,0.0001040337,0.004239425,0.0001475988,0.00002471917,0.001706485,0.03875433,0.0005678312,0.0005335064,0.5196745,0.3360629,0.09787121],"study_design_scores_gemma":[0.000007876255,0.00004365042,0.01689892,0.0002713276,0.000008760609,0.000263309,0.03764427,0.0001745481,0.0003920241,0.02895338,0.9153122,0.00002975757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05047284,0.006456497,0.003101382,0.0430434,0.006445736,0.00008370393,0.000874332,0.0001299807,0.8893921],"genre_scores_gemma":[0.5866642,0.004073303,0.0007693436,0.004713987,0.001800507,0.00007102421,0.0006897568,0.0002399164,0.4009781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02766182,"threshold_uncertainty_score":0.09253806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210600364","doi":"10.1007/978-3-030-94313-4_5","title":"At the Crossroads","year":2022,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Order (exchange); Upstream (networking); Public relations; Mental health; Sociology; Political science; Psychology; Engineering; Business; Psychiatry","authors":[{"name":"Laura Huey","is_ca":true},{"name":"Jennifer L. Schulenberg","is_ca":true},{"name":"Jacek Koziarski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1371025781917199,"gpt":0.3746346317795549,"spread":0.2375320535878351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066451,0.0005853419,0.000533657,0.001067332,0.004441513,0.01074868,0.001139205,0.003808282,0.1243857],"category_scores_gemma":[0.002898768,0.0003669238,0.0003257258,0.0008845347,0.006548605,0.01164827,0.006748489,0.008801719,0.04295565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003113544,"about_ca_system_score_gemma":0.003487487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006431987,"about_ca_topic_score_gemma":0.01261593,"domain_scores_codex":[0.9987975,0.0003039339,0.00002522958,0.000216514,0.0004294019,0.0002273663],"domain_scores_gemma":[0.9992753,0.0001982522,0.00002645518,0.0001012954,0.0001803348,0.0002183852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001162352,0.00002170752,0.00007462135,0.0000390006,0.000002348812,0.00004585597,0.00183538,0.00003410619,0.0001012571,0.681495,0.2641237,0.05221549],"study_design_scores_gemma":[0.000001191152,0.000003635107,0.00006875828,0.00009366985,8.212619e-7,0.00002711969,0.0006200674,0.00002348214,0.00002627385,0.04483735,0.9542948,0.00000282303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007486425,0.01077274,0.001555077,0.02811158,0.004319066,0.0000169559,0.00003902797,0.00008101821,0.9543559],"genre_scores_gemma":[0.01599355,0.005182404,0.0008419387,0.01187481,0.00150875,0.00003253914,0.00005004172,0.0001993875,0.9643165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1243857,"threshold_uncertainty_score":0.4161118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210334769","doi":"10.1007/978-3-030-94313-4_1","title":"Calling the Cops: What Do We Know About the Policing of Individuals with Mental Illness?","year":2022,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Mandate; Argument (complex analysis); Mental illness; Property (philosophy); Criminology; Mental health; Psychology; Political science; Public relations; Sociology; Law; Epistemology; Medicine; Psychiatry","authors":[{"name":"Laura Huey","is_ca":true},{"name":"Jennifer L. Schulenberg","is_ca":true},{"name":"Jacek Koziarski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06075579666412666,"gpt":0.316109390455811,"spread":0.2553535937916843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002094842,0.0007681978,0.0008513396,0.001198329,0.002701145,0.0063284,0.001652808,0.004835666,0.01403666],"category_scores_gemma":[0.01114954,0.0003834883,0.0003230559,0.001724796,0.008091575,0.007478566,0.003001003,0.007697618,0.003929087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029752,"about_ca_system_score_gemma":0.01161917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02082852,"about_ca_topic_score_gemma":0.05638426,"domain_scores_codex":[0.9983089,0.0006119764,0.00005243672,0.000120648,0.0005866709,0.0003192291],"domain_scores_gemma":[0.9970205,0.001426193,0.000227609,0.0001115343,0.0004371112,0.0007769065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002092561,0.00004371224,0.0008099064,0.0006115853,0.000009404428,0.0001784934,0.00787228,0.00006594166,0.00005707641,0.04128938,0.6795099,0.2695315],"study_design_scores_gemma":[0.000005753271,0.00002073196,0.002239888,0.002833763,0.000007748217,0.0004555611,0.006801683,0.00005797756,0.00002963097,0.02338365,0.9641393,0.00002429781],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002588815,0.4479308,0.0009692736,0.4117366,0.02003212,0.00003212517,0.0001323039,0.00005226718,0.1165256],"genre_scores_gemma":[0.04264751,0.6332954,0.002320963,0.1835413,0.0222665,0.0001802831,0.0002686982,0.00019843,0.115281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02082852,"threshold_uncertainty_score":0.04695731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408473975","doi":"10.1007/978-3-031-85709-6_3","title":"Major Incidents","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada); University of Regina; London Health Sciences Centre","funders":"","keywords":"Computer science","authors":[{"name":"Laura Huey","is_ca":true},{"name":"Lorna Ferguson","is_ca":true},{"name":"Judith P. Andersen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07934696357315062,"gpt":0.344297944174604,"spread":0.2649509806014533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003177332,0.000736868,0.0002487433,0.001663171,0.001845126,0.002646802,0.0007427817,0.0009959452,0.3007476],"category_scores_gemma":[0.001113794,0.0002563718,0.0003504267,0.001589426,0.0004290655,0.001319644,0.001821378,0.001394347,0.1169605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009038054,"about_ca_system_score_gemma":0.001219667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003262459,"about_ca_topic_score_gemma":0.01000368,"domain_scores_codex":[0.9996556,0.0000405347,0.00001870906,0.0000629982,0.0001454649,0.00007664294],"domain_scores_gemma":[0.9996152,0.00004598288,0.00003936381,0.0000563895,0.0001393289,0.0001038299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005414923,0.00007949257,0.001052932,0.0001959016,0.000004473161,0.0002372614,0.001371758,0.00008867784,0.0005229713,0.03886846,0.7166129,0.240911],"study_design_scores_gemma":[0.000002653209,0.00001651113,0.001957026,0.00008090495,0.000002022733,0.0001626476,0.0007854292,0.00002952359,0.0001364904,0.002145589,0.9946774,0.000003635315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002291589,0.0007022646,0.0006570023,0.001257569,0.001483191,0.00008469873,0.001181812,0.000239637,0.9921022],"genre_scores_gemma":[0.01239012,0.001231002,0.0004202106,0.000431548,0.0002994078,0.00004150299,0.00125719,0.00006186323,0.9838672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3007476,"threshold_uncertainty_score":0.9973987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408464473","doi":"10.1007/978-3-031-85709-6_2","title":"Incident Command","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada); University of Regina; London Health Sciences Centre","funders":"","keywords":"Computer science; Aeronautics; Engineering","authors":[{"name":"Laura Huey","is_ca":true},{"name":"Lorna Ferguson","is_ca":true},{"name":"Judith P. Andersen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1628035934599725,"gpt":0.4158326319547998,"spread":0.2530290384948273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000351782,0.001074422,0.0003894113,0.001808654,0.002415646,0.005076356,0.0007890373,0.001351495,0.5589741],"category_scores_gemma":[0.0009040646,0.0004929131,0.0003151697,0.00158207,0.0006439709,0.002259354,0.002103566,0.001940826,0.3560055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408864,"about_ca_system_score_gemma":0.001884083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006381073,"about_ca_topic_score_gemma":0.01907944,"domain_scores_codex":[0.9996693,0.00004026122,0.00001404646,0.00005697828,0.0001609985,0.00005838987],"domain_scores_gemma":[0.9996601,0.00004879453,0.0000176698,0.00005402191,0.0001431799,0.00007629464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001362497,0.00002670723,0.0001176778,0.00006593701,0.000001507223,0.00005440279,0.0003415488,0.000111577,0.0002988057,0.0265896,0.8386459,0.1337328],"study_design_scores_gemma":[9.487615e-7,0.000002897907,0.0001078976,0.00002591779,4.786956e-7,0.00002334948,0.000107796,0.00003466577,0.00004884118,0.001019261,0.9986262,0.000001726457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002335731,0.0008856017,0.0009826163,0.001016026,0.001007043,0.00003819745,0.0003574149,0.0004135971,0.9950658],"genre_scores_gemma":[0.0009069798,0.000426782,0.000180706,0.000196597,0.00009073349,0.00001174986,0.0001589429,0.00007025075,0.9979572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5589741,"threshold_uncertainty_score":0.6290699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408464124","doi":"10.1007/978-3-031-85709-6_4","title":"Critical Incidents","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada); University of Regina; London Health Sciences Centre","funders":"","keywords":"Psychology","authors":[{"name":"Laura Huey","is_ca":true},{"name":"Lorna Ferguson","is_ca":true},{"name":"Judith P. Andersen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07226800925948663,"gpt":0.35820837640665,"spread":0.2859403671471634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006373871,0.001105639,0.0003531109,0.002023469,0.002410018,0.005145569,0.0009596216,0.001716938,0.2670476],"category_scores_gemma":[0.002435146,0.0003208343,0.0004096493,0.001211462,0.00122145,0.002704129,0.003227268,0.002274066,0.09698329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509925,"about_ca_system_score_gemma":0.002334946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218199,"about_ca_topic_score_gemma":0.00536326,"domain_scores_codex":[0.999353,0.000122949,0.00003336182,0.00008699087,0.0003082257,0.0000955028],"domain_scores_gemma":[0.999194,0.0001599502,0.00006209534,0.0001154357,0.0002940818,0.0001744554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002515363,0.00002921374,0.0001173738,0.0002095593,0.000003200491,0.0001695884,0.001094319,0.00008493439,0.0003021098,0.07747326,0.7533618,0.1671294],"study_design_scores_gemma":[0.000001529646,0.000006194322,0.0001266249,0.0001302357,0.000001051508,0.00009100902,0.0004157234,0.00001959516,0.00006542935,0.005459654,0.9936802,0.000002595438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005012088,0.003546913,0.001276576,0.002733229,0.003512407,0.00008787589,0.0001901036,0.0001767299,0.9879749],"genre_scores_gemma":[0.007475426,0.004097409,0.0009790856,0.001294937,0.0009285431,0.00007288221,0.000331914,0.00009911462,0.9847208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2670476,"threshold_uncertainty_score":0.8933631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408464484","doi":"10.1007/978-3-031-85709-6_6","title":"Decision-Making and Stress","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada); University of Regina; London Health Sciences Centre","funders":"","keywords":"Stress (linguistics); Psychology; Philosophy; Linguistics","authors":[{"name":"Laura Huey","is_ca":true},{"name":"Lorna Ferguson","is_ca":true},{"name":"Judith P. Andersen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06725753972872901,"gpt":0.3153896606218561,"spread":0.2481321208931271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004065202,0.0007855768,0.0003410846,0.0003419976,0.0006959304,0.003221317,0.0006928553,0.001097962,0.02341432],"category_scores_gemma":[0.0009785999,0.0001784742,0.000156787,0.0007705729,0.002520641,0.002115618,0.000895424,0.001722863,0.00505226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009406252,"about_ca_system_score_gemma":0.001046345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553984,"about_ca_topic_score_gemma":0.002486833,"domain_scores_codex":[0.9997919,0.00006937874,0.000006273975,0.00003267434,0.00007539529,0.00002427157],"domain_scores_gemma":[0.9997918,0.0001042343,0.00001370899,0.00002854658,0.00002962136,0.00003211051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002476784,0.00005140436,0.0001574616,0.0001391871,0.000008368644,0.0000640513,0.001162997,0.0007771319,0.0005823456,0.7688679,0.06833331,0.159831],"study_design_scores_gemma":[0.000004770548,0.00002052074,0.0006188338,0.0001629507,0.000003582194,0.00008340914,0.0006244251,0.0004454667,0.0001965747,0.6394879,0.3583408,0.00001081334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004496938,0.05777074,0.01024896,0.01341604,0.002277715,0.00003072264,0.0001174629,0.00005380156,0.9115876],"genre_scores_gemma":[0.1721313,0.05827122,0.005176547,0.003453642,0.00207198,0.0001026687,0.0002052505,0.00007148438,0.7585159],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02341432,"threshold_uncertainty_score":0.07832867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404194253","doi":"10.1007/978-3-031-74169-2_3","title":"A Primer on FASD","year":2024,"lang":"id","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"Primer (cosmetics); Computer science; Computational biology; Biology; Chemistry","authors":[{"name":"Natalie Novick Brown","is_ca":false},{"name":"Stephen Greenspan","is_ca":true},{"name":"Karen Steele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06247823312077722,"gpt":0.2940150121931772,"spread":0.2315367790724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001191612,0.0006841355,0.0005211435,0.003544706,0.002392357,0.006997603,0.001298518,0.002999387,0.20009],"category_scores_gemma":[0.003524212,0.0003833241,0.000478507,0.002664882,0.001971437,0.005763683,0.003490168,0.002813169,0.09439068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003364207,"about_ca_system_score_gemma":0.002886841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005287325,"about_ca_topic_score_gemma":0.01104236,"domain_scores_codex":[0.9992958,0.0001554479,0.00003624075,0.00007727129,0.000341027,0.00009421587],"domain_scores_gemma":[0.9991147,0.0004302516,0.00002492896,0.00006320052,0.000258931,0.0001080641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007751428,0.00001866642,0.0000697421,0.000134682,0.000001025819,0.00005658891,0.0003585063,0.00006987317,0.00005386729,0.1320358,0.6583928,0.2088007],"study_design_scores_gemma":[6.041926e-7,0.000001704952,0.0000145819,0.00009547257,2.25636e-7,0.00004743421,0.00005998133,0.00001550821,0.00001604301,0.00599369,0.9937534,0.000001438538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002652776,0.03963311,0.007240329,0.02139692,0.009200635,0.00004692146,0.0003701943,0.0004628475,0.9213838],"genre_scores_gemma":[0.00258303,0.01589265,0.002980841,0.008346269,0.0010526,0.00007431679,0.000278833,0.0002217473,0.9685698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.20009,"threshold_uncertainty_score":0.6693677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404193674","doi":"10.1007/978-3-031-74169-2_5","title":"The Legal Landscape of FASD","year":2024,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"Geography","authors":[{"name":"Natalie Novick Brown","is_ca":false},{"name":"Stephen Greenspan","is_ca":true},{"name":"Karen Steele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03376568613842858,"gpt":0.2717218182803813,"spread":0.2379561321419527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003734182,0.0004250363,0.000399121,0.001516798,0.005502613,0.01263472,0.001535023,0.009124296,0.02947355],"category_scores_gemma":[0.007021044,0.0004010782,0.0003119584,0.001126849,0.01358096,0.007562446,0.004552117,0.008673374,0.004450897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009751922,"about_ca_system_score_gemma":0.009651421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02455356,"about_ca_topic_score_gemma":0.03754147,"domain_scores_codex":[0.997598,0.0007890651,0.00008117005,0.0003330947,0.0008104224,0.0003882094],"domain_scores_gemma":[0.99794,0.001159458,0.00008349971,0.0001783799,0.0004094504,0.0002291341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001584833,0.000006068801,0.00002536382,0.00001186297,3.954907e-7,0.00003455204,0.0003552154,0.00003917788,0.000013872,0.9413185,0.0450485,0.01314487],"study_design_scores_gemma":[0.000002564131,0.000005013478,0.00007962633,0.0002168286,0.000001018816,0.0000794918,0.0004301592,0.000141068,0.00004194608,0.211913,0.7870812,0.000008003359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001518178,0.02483561,0.002658997,0.1116289,0.004028528,0.00002333582,0.00007558051,0.00007996829,0.8551508],"genre_scores_gemma":[0.100043,0.02197441,0.003694118,0.05525589,0.005846103,0.0001550457,0.0001097913,0.0002027653,0.8127189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02947355,"threshold_uncertainty_score":0.09859884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313596005","doi":"10.1007/978-3-031-15335-8_7","title":"Portugal","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hotline; Quarter (Canadian coin); Government (linguistics); Political science; Criminal justice; Economic Justice; Public relations; Coronavirus disease 2019 (COVID-19); Criminology; Psychology; Geography; Medicine; Engineering; Law","authors":[{"name":"Sérgio Felgueiras","is_ca":false},{"name":"Lúcia G. Pais","is_ca":false},{"name":"Paulo Fernando Machado","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4824605380853746,"gpt":0.4992110422983147,"spread":0.01675050421294005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004102947,0.001649559,0.001025247,0.002428588,0.001495957,0.005934362,0.001140868,0.001761392,0.6060417],"category_scores_gemma":[0.001041743,0.0004215341,0.0006197037,0.002837681,0.0007318237,0.001682792,0.002149697,0.001475096,0.3800386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343693,"about_ca_system_score_gemma":0.001706514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004269675,"about_ca_topic_score_gemma":0.004739852,"domain_scores_codex":[0.9993937,0.00009831771,0.00003685452,0.0001945551,0.0001876969,0.00008896405],"domain_scores_gemma":[0.9995614,0.00009797325,0.00005706952,0.0001122881,0.00009005308,0.00008124066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002352427,0.0001686072,0.0008092835,0.001728504,0.00003449696,0.001358625,0.000413766,0.001095146,0.003233498,0.112355,0.3369019,0.5416659],"study_design_scores_gemma":[0.00001271122,0.00001208945,0.0004660921,0.0002321458,0.000004808393,0.0003179002,0.0001005385,0.0001007562,0.0002759632,0.00247292,0.9959989,0.000005079924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002113377,0.008262164,0.001476861,0.001155115,0.001610611,0.00004334149,0.003864968,0.0008901493,0.9805834],"genre_scores_gemma":[0.009905632,0.00497368,0.002035142,0.0003348867,0.0003061536,0.00005934373,0.002333974,0.0006880089,0.9793633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6060417,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408464110","doi":"10.1007/978-3-031-85709-6","title":"Managing Major, Critical, and Public Order Incidents in Canadian Policing","year":2025,"lang":"en","type":"book","venue":"SpringerBriefs in criminology","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Public order; Order (exchange); Political science; Business; Law","authors":[{"name":"Laura Huey","is_ca":false},{"name":"Lorna Ferguson","is_ca":false},{"name":"Judith P. Andersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09538935586917695,"gpt":0.3898306409308399,"spread":0.2944412850616629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001360033,0.0007693956,0.0002781503,0.00203282,0.01812423,0.008117296,0.002230023,0.001216631,0.009329759],"category_scores_gemma":[0.004339728,0.0003509739,0.0002917951,0.003603151,0.003058482,0.001646132,0.001720953,0.001812178,0.0006030909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08782346,"about_ca_system_score_gemma":0.1682173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875808,"about_ca_topic_score_gemma":0.9964641,"domain_scores_codex":[0.9977922,0.0002308827,0.00004715475,0.0001277946,0.000915275,0.0008867165],"domain_scores_gemma":[0.9978604,0.0002392751,0.0001687694,0.00003144161,0.001020002,0.0006800952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001296397,0.0002850021,0.02757086,0.0003913323,0.00002755823,0.0006179523,0.108299,0.005140138,0.001566343,0.05124645,0.1834011,0.6213246],"study_design_scores_gemma":[0.00001540644,0.0001264141,0.1280162,0.0005525301,0.00004224028,0.0003055872,0.324793,0.004234937,0.000966751,0.00727723,0.5335178,0.0001518904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4671142,0.01411322,0.008568282,0.03359557,0.001395694,0.0006206541,0.0007780924,0.000369173,0.4734451],"genre_scores_gemma":[0.8308004,0.007751594,0.006384782,0.000821367,0.000107928,0.00008095673,0.0003396989,0.0001180778,0.1535953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08782346,"threshold_uncertainty_score":0.6372068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}