{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":24,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":24,"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":"4bc8741b5191","filters":{"venue":"International Review on Public and Nonprofit Marketing"}},"results":[{"id":"W2802064302","doi":"10.1007/s12208-018-0197-3","title":"Why Canadians give to charity: an extended theory of planned behaviour model","year":2018,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Royal Roads University","funders":"","keywords":"Theory of planned behavior; Donation; Extant taxon; Novelty; Psychology; Social psychology; Control (management); Test (biology); Multilevel model; Computer science; Political science; Law","authors":[{"name":"Robert Mittelman","is_ca":true},{"name":"José I. Rojas‐Méndez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04460920307093517,"gpt":0.3437557340466647,"spread":0.2991465309757295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002880732,0.0007036629,0.001224371,0.001201834,0.002367137,0.003879964,0.002543662,0.002353227,0.006925141],"category_scores_gemma":[0.009283661,0.0004804426,0.001097922,0.002140097,0.003091016,0.001953958,0.0008433789,0.002149269,0.000386852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0196907,"about_ca_system_score_gemma":0.02174467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7590299,"about_ca_topic_score_gemma":0.7368504,"domain_scores_codex":[0.9987265,0.0005188402,0.00002788623,0.0001907929,0.0001779653,0.0003579572],"domain_scores_gemma":[0.9944438,0.003607083,0.0005087714,0.0001648436,0.0007662945,0.0005091124],"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":[0.0004070124,0.0007677058,0.09857511,0.0005513364,0.0004829213,0.0006149065,0.00952078,0.07792249,0.0003022283,0.7556174,0.01254792,0.04269012],"study_design_scores_gemma":[0.0005000018,0.0002829411,0.106937,0.0004932274,0.0007363836,0.0003663685,0.01079089,0.4396475,0.0001533601,0.4207164,0.01911282,0.0002630979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7285003,0.004117942,0.1018681,0.0368829,0.0004750832,0.0008251552,0.001345354,0.0002277502,0.1257573],"genre_scores_gemma":[0.9886556,0.001093699,0.004992904,0.0006182165,0.00004646102,0.0001255823,0.0001848054,0.00001202116,0.004270778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2409701,"threshold_uncertainty_score":0.4847783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090186596","doi":"10.1007/s12208-013-0103-y","title":"Attitudes towards cause-related marketing: determinants of satisfaction and loyalty","year":2013,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Credibility; Marketing; Loyalty; Business; Product (mathematics); Consumption (sociology); Product type; Sociology","authors":[{"name":"M. Mercedes Galán‐Ladero","is_ca":false},{"name":"Clementina Galera Casquet","is_ca":false},{"name":"Walter Wymer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03187682231329732,"gpt":0.2952892061461874,"spread":0.2634123838328901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002468952,0.0002431169,0.0004855352,0.001225546,0.0003851218,0.001773393,0.0003282868,0.0007681399,0.003744049],"category_scores_gemma":[0.007749077,0.000143081,0.00057146,0.002240329,0.0008478553,0.0008209637,0.0005453642,0.001483237,0.0003553343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005984517,"about_ca_system_score_gemma":0.001008126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003903147,"about_ca_topic_score_gemma":0.005925457,"domain_scores_codex":[0.9985111,0.0006678853,0.00008484554,0.00009088615,0.0005207546,0.0001244255],"domain_scores_gemma":[0.9872071,0.006712597,0.00289564,0.0002682985,0.002093792,0.0008225262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001306076,0.0005283743,0.853133,0.000654838,0.0004685065,0.00007546281,0.0009956671,0.0002711297,0.0004091267,0.003174881,0.00189721,0.1382611],"study_design_scores_gemma":[0.000008215758,0.0001407567,0.9916059,0.0002722798,0.0001854663,0.0001365494,0.001298663,0.0003480374,0.0001604027,0.001253908,0.004576119,0.00001379991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897473,0.06456716,0.002249572,0.006808776,0.0002346147,0.00007905756,0.0003700078,0.00002097363,0.02819686],"genre_scores_gemma":[0.9640033,0.03220885,0.000545565,0.0005971637,0.0002236152,0.00002494497,0.0002642975,0.000008297979,0.002124078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003903147,"threshold_uncertainty_score":0.01305723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081517252","doi":"10.1007/s12208-011-0075-8","title":"Water management information campaigns and protection motivation theory","year":2011,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Wildlife Fund Canada; University of Regina","funders":"","keywords":"Fear appeal; Appeal; Scarcity; Water scarcity; Business; Marketing; Water resources; Resource (disambiguation); Environmental resource management; Environmental planning; Public relations; Political science; Psychology; Environmental science; Economics; Computer science; Ecology; Social psychology","authors":[{"name":"Kristina Y. Nelson","is_ca":true},{"name":"Magdalena Cismaru","is_ca":true},{"name":"Romulus Cismaru","is_ca":true},{"name":"Takaya Ono","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01825365269234114,"gpt":0.2346031934247381,"spread":0.216349540732397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004332236,0.0005094898,0.0005179674,0.003508888,0.0008342719,0.003311338,0.000788492,0.002511237,0.0113768],"category_scores_gemma":[0.01026326,0.0002529002,0.0004966569,0.003698092,0.003646448,0.004533161,0.00107786,0.001853703,0.0005734884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455503,"about_ca_system_score_gemma":0.003372659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00332742,"about_ca_topic_score_gemma":0.003051509,"domain_scores_codex":[0.9983104,0.0008249534,0.00004967093,0.0001348564,0.0004852204,0.0001949105],"domain_scores_gemma":[0.9726598,0.0236638,0.001794055,0.0003181985,0.001113003,0.0004511558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001356974,0.002008453,0.02057999,0.004608193,0.0002221789,0.0002265847,0.003124846,0.001903465,0.0003971982,0.4509575,0.018562,0.4972738],"study_design_scores_gemma":[0.0002253666,0.0004716799,0.1192329,0.01076666,0.0005293793,0.0004459358,0.008892023,0.006370649,0.00132496,0.5752714,0.2763643,0.0001047553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1806858,0.2451831,0.01684199,0.0893517,0.001866045,0.0003193087,0.0002893711,0.00008647575,0.4653762],"genre_scores_gemma":[0.8515466,0.1230044,0.002602517,0.006843876,0.001583306,0.000215519,0.0001895672,0.00002186479,0.01399234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0113768,"threshold_uncertainty_score":0.03805918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005759753","doi":"10.1007/s12208-020-00245-4","title":"Marketing social marketing theory to practitioners","year":2020,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"University of Regina","keywords":"Context (archaeology); Promotion (chess); Social marketing; Foundation (evidence); Marketing; Product (mathematics); Public relations; Grounded theory; Target audience; Sociology; Psychology; Business; Qualitative research; Political science; Social science","authors":[{"name":"T Levit","is_ca":true},{"name":"Magdalena Cismaru","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03631691207274389,"gpt":0.3484474856370215,"spread":0.3121305735642776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00686807,0.001052798,0.001505395,0.005332679,0.001131967,0.006761222,0.001359163,0.005965521,0.01479632],"category_scores_gemma":[0.01308949,0.0004212648,0.0006097502,0.005553542,0.006407008,0.008415827,0.002323407,0.006967407,0.002398147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004929307,"about_ca_system_score_gemma":0.007766865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003710881,"about_ca_topic_score_gemma":0.004205006,"domain_scores_codex":[0.99684,0.001694986,0.0001425644,0.0002234947,0.0009583767,0.0001405172],"domain_scores_gemma":[0.9843833,0.01280525,0.0004203655,0.000373955,0.001530712,0.0004864666],"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":[0.00004241114,0.0004537383,0.00136245,0.006056102,0.0001016258,0.0001657524,0.0025994,0.0009516929,0.0002856861,0.3733883,0.1214405,0.4931523],"study_design_scores_gemma":[0.00004156568,0.0000749863,0.001949771,0.01120556,0.00006354604,0.0002086738,0.002632153,0.0007277537,0.0001489207,0.2681495,0.7147742,0.00002334511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001942053,0.8192797,0.007128947,0.123092,0.004784224,0.00004877197,0.00005591654,0.00007447952,0.04359393],"genre_scores_gemma":[0.05739808,0.8838953,0.004845503,0.03131955,0.009665408,0.0001860258,0.00009133368,0.00005568259,0.01254304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01479632,"threshold_uncertainty_score":0.04949862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051406761","doi":"10.1007/bf02893617","title":"Marketing communications and protection motivation theory: Examining consumer decision-making","year":2006,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Persuasion; Psychology; Stimulus (psychology); Exploratory research; Variables; Marketing communication; Consumer behaviour; Social psychology; Marketing; Cognitive psychology; Computer science; Business; Machine learning","authors":[{"name":"Magdalena Cismaru","is_ca":true},{"name":"Anne M. Lavack","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05300116674292234,"gpt":0.2935387849758671,"spread":0.2405376182329448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003245363,0.0005509282,0.0003720008,0.00206151,0.0009963281,0.004668992,0.0008816494,0.00249872,0.007478931],"category_scores_gemma":[0.01036448,0.0002544692,0.0004371921,0.002916345,0.004056241,0.004320169,0.001141153,0.001677124,0.0003104897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174233,"about_ca_system_score_gemma":0.003634111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003808752,"about_ca_topic_score_gemma":0.004679634,"domain_scores_codex":[0.9983892,0.0009800972,0.00003037409,0.00009637843,0.0003463301,0.000157601],"domain_scores_gemma":[0.9770621,0.01933966,0.001608789,0.0004152693,0.0008143351,0.0007597731],"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":[0.0001714268,0.002190964,0.08486486,0.001042408,0.0001287193,0.0003426202,0.00981959,0.002547913,0.0005412127,0.6992292,0.006293113,0.1928279],"study_design_scores_gemma":[0.0001303652,0.0003813703,0.1903251,0.002103709,0.0002706916,0.0004775461,0.02092837,0.0123309,0.001120478,0.713774,0.05808095,0.00007655127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6187516,0.03851545,0.03124984,0.03979049,0.0003382972,0.000261208,0.0001842774,0.00004475909,0.2708641],"genre_scores_gemma":[0.9878361,0.006068265,0.002442769,0.0008457853,0.0001431696,0.00006386445,0.00003986379,0.000006598777,0.002553645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007478931,"threshold_uncertainty_score":0.02501947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144051761","doi":"10.1007/s12208-012-0093-1","title":"Scale development research in nonprofit management &amp; marketing: a content analysis and recommendation for best practices","year":2012,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Conceptualization; Construct (python library); Scale (ratio); Content analysis; Variety (cybernetics); Best practice; Variance (accounting); Marketing; Knowledge management; Business; Computer science; Sociology; Management","authors":[{"name":"Walter Wymer","is_ca":true},{"name":"Héléna Alves","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3401818766374567,"gpt":0.4770565742639941,"spread":0.1368746976265374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1718208,0.001188148,0.003301297,0.02672044,0.002811009,0.008654207,0.003195589,0.001857933,0.004840508],"category_scores_gemma":[0.3370828,0.001005531,0.003387125,0.0300445,0.00603374,0.009241439,0.004073469,0.003792893,0.0008957197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01051999,"about_ca_system_score_gemma":0.0226535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006156174,"about_ca_topic_score_gemma":0.0162923,"domain_scores_codex":[0.9112694,0.04660033,0.01085937,0.00252176,0.02786193,0.0008871558],"domain_scores_gemma":[0.3447591,0.5670327,0.01657926,0.01371594,0.05561864,0.002294427],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001148385,0.0002562603,0.01313686,0.01842874,0.0004215056,0.0000506638,0.004945529,0.0002278503,0.0005876271,0.0124762,0.01751986,0.9318341],"study_design_scores_gemma":[0.0007060405,0.001313853,0.1981467,0.2817943,0.005925575,0.0005762425,0.04110438,0.005764909,0.007293985,0.110991,0.3458982,0.0004847407],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07483167,0.5663682,0.1250073,0.1672604,0.004288076,0.01147196,0.003182879,0.0008263062,0.04676315],"genre_scores_gemma":[0.3054705,0.2772072,0.3814371,0.01687107,0.001825212,0.01004015,0.002038255,0.0005260734,0.004584494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8281792,"threshold_uncertainty_score":0.908686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2600931650","doi":"10.1007/bf02893281","title":"Insights from a review of the literature on cause marketing","year":2006,"lang":"en","type":"review","venue":"International Review on Public and Nonprofit Marketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Marketing; Fragmentation (computing); Field (mathematics); Marketing research; Work (physics); Business; Engineering; Computer science","authors":[{"name":"Walter Wymer","is_ca":true},{"name":"Adrian Sargeant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04303179706406111,"gpt":0.3079718642764522,"spread":0.2649400672123911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002688185,0.0006235339,0.001425497,0.008797028,0.0004785068,0.002404676,0.0005935297,0.001168464,0.00423665],"category_scores_gemma":[0.008104513,0.0002922601,0.0005817666,0.01387654,0.0006718555,0.002383729,0.0007516476,0.0010777,0.00117887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309363,"about_ca_system_score_gemma":0.004269868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004069333,"about_ca_topic_score_gemma":0.01763163,"domain_scores_codex":[0.9987549,0.000314603,0.0001586678,0.0001406726,0.000569453,0.00006167249],"domain_scores_gemma":[0.9917225,0.005754408,0.0006899925,0.0001033201,0.001602434,0.0001274603],"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":[0.0000601802,0.00005552622,0.001351058,0.03803932,0.0001721869,0.0003223104,0.0008165995,0.0002876798,0.0004218433,0.008305708,0.05115767,0.8990099],"study_design_scores_gemma":[0.00001882479,0.0001067387,0.01224096,0.03892152,0.0006555415,0.001170555,0.001633172,0.0001570601,0.0003416085,0.008943514,0.9357746,0.00003593412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005282867,0.9945991,0.0002808103,0.001616708,0.0001362573,0.000009341908,0.00005676422,0.000003845226,0.002768853],"genre_scores_gemma":[0.003355945,0.9954306,0.0002377969,0.0004786261,0.000121565,0.000008425664,0.00004294181,0.000001791489,0.0003222944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008797028,"threshold_uncertainty_score":0.01421666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559943691","doi":"10.1007/s12208-016-0170-y","title":"Psychological distance and perceived consumer effectiveness in a cause-related marketing context","year":2016,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; Queen's University","funders":"University of Lethbridge","keywords":"Construal level theory; Framing (construction); Psychology; Social psychology; Realm; Consumer behaviour; Marketing; Advertising; Business; Political science; Geography","authors":[{"name":"Jeff Wiebe","is_ca":true},{"name":"Debra Z. Basil","is_ca":true},{"name":"Mary Runté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06044351249053652,"gpt":0.4046669547354474,"spread":0.3442234422449109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001947485,0.0003145063,0.0005658436,0.001484115,0.0005727482,0.002102627,0.000349717,0.0009496327,0.004810974],"category_scores_gemma":[0.009481502,0.0001612153,0.0006785428,0.001380117,0.00108101,0.00123408,0.0009347889,0.0015689,0.000156354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008826253,"about_ca_system_score_gemma":0.0007593822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387949,"about_ca_topic_score_gemma":0.004462097,"domain_scores_codex":[0.9986086,0.0006834671,0.00006859874,0.00009144034,0.0004384271,0.0001095256],"domain_scores_gemma":[0.9880122,0.008016968,0.002024102,0.0001949393,0.0009080795,0.0008436971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007086605,0.004062277,0.7635848,0.003141085,0.002850461,0.0003554944,0.006260826,0.0005924509,0.001045233,0.01142601,0.001577173,0.2043955],"study_design_scores_gemma":[0.0000400284,0.0004323467,0.9856651,0.0006500012,0.0006597173,0.0002480749,0.005035021,0.0003536493,0.0001731257,0.003316642,0.003398476,0.00002777937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319826,0.04598666,0.0006455365,0.003304217,0.0001632275,0.00005866022,0.00006705044,0.000005652702,0.01778644],"genre_scores_gemma":[0.9864092,0.01207696,0.0003465917,0.0002802818,0.0001479463,0.00001597908,0.00005636105,0.000003725037,0.0006629789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004810974,"threshold_uncertainty_score":0.01609427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2481222548","doi":"10.1007/s12208-016-0166-7","title":"“Keep your eyes up, don’t text and drive”: a review of anti-texting while driving Campaigns’ recommendations","year":2016,"lang":"en","type":"review","venue":"International Review on Public and Nonprofit Marketing","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"National Highway Traffic Safety Administration; Queensland Government","keywords":"Process (computing); Population; Key (lock); Text messaging; Media campaign; Psychology; Advertising; Computer science; Public relations; Business; Political science; Internet privacy; Computer security; Medicine; Environmental health","authors":[{"name":"Magdalena Cismaru","is_ca":true},{"name":"Kate Nimegeers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1104973033758032,"gpt":0.4460998886327627,"spread":0.3356025852569595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004011263,0.0008853851,0.00237877,0.002704154,0.0004900561,0.001646335,0.001607646,0.002346856,0.006971368],"category_scores_gemma":[0.01194248,0.0004275047,0.001754254,0.002022917,0.0007937329,0.002055047,0.0008239088,0.002829685,0.0009988971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009113495,"about_ca_system_score_gemma":0.003917121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005209652,"about_ca_topic_score_gemma":0.0166139,"domain_scores_codex":[0.9981819,0.000634637,0.0003635662,0.0001832634,0.0005309771,0.0001056827],"domain_scores_gemma":[0.9932024,0.005160888,0.0008104073,0.00007336387,0.0006191498,0.0001338876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002309382,0.0002268718,0.0005719476,0.1498577,0.0007947081,0.00004770095,0.0002859826,0.000064418,0.0002706838,0.001373752,0.0250776,0.8211977],"study_design_scores_gemma":[0.000629715,0.0006203786,0.009147038,0.4134032,0.008175842,0.0006580009,0.0008816756,0.0002030852,0.0008127448,0.002841277,0.5625316,0.00009548417],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006089753,0.9951718,0.0001443952,0.002507343,0.0004913186,0.00005371488,0.00007548928,0.000008934474,0.0009380379],"genre_scores_gemma":[0.004529238,0.9904846,0.000655826,0.00339765,0.0004200001,0.00006453459,0.00006620778,0.000006874301,0.0003750007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006971368,"threshold_uncertainty_score":0.02332151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2590310982","doi":"10.1007/s12208-017-0177-z","title":"Brand authenticity, its conceptualization, and its relevance to nonprofit marketing","year":2017,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; University of Lethbridge","funders":"","keywords":"Conceptualization; Construct (python library); Meaning (existential); Relevance (law); Variety (cybernetics); Value (mathematics); Psychology; Advertising; Brand equity; Object (grammar); Corporate branding; Marketing; Brand management; Business; Sociology; Computer science; Political science","authors":[{"name":"Walter Wymer","is_ca":true},{"name":"Mohammad Muzahid Akbar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05387142072661759,"gpt":0.3180781679499419,"spread":0.2642067472233243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005946126,0.0004296153,0.0008183998,0.004846076,0.001488596,0.009695163,0.001017688,0.002336623,0.002751002],"category_scores_gemma":[0.009881012,0.0002794618,0.0004727927,0.006346931,0.01667185,0.01234189,0.003633711,0.004021829,0.0003466167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003160347,"about_ca_system_score_gemma":0.003976041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255978,"about_ca_topic_score_gemma":0.002281757,"domain_scores_codex":[0.9971855,0.001438031,0.000173203,0.0002361604,0.0008231386,0.0001439243],"domain_scores_gemma":[0.9894058,0.006900524,0.001625215,0.0005842205,0.001057605,0.0004266287],"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":[0.00004962251,0.00009882949,0.004163489,0.001622959,0.00003534362,0.0001462813,0.008605133,0.0002608278,0.0003823574,0.7430222,0.003143006,0.2384699],"study_design_scores_gemma":[0.00001642047,0.0001240584,0.02304608,0.007016242,0.00007466613,0.001505049,0.01653239,0.001260246,0.0006699245,0.7034788,0.2462012,0.00007489834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05767676,0.749989,0.01697809,0.03005597,0.001560367,0.00008936508,0.00007107777,0.00003558839,0.1435437],"genre_scores_gemma":[0.6468775,0.3357184,0.005005343,0.003113488,0.002554367,0.00006970905,0.00007450123,0.00003565473,0.006550999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009695163,"threshold_uncertainty_score":0.03144652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1547321426","doi":"10.1007/bf03180752","title":"Social marketing campaigns aimed at preventing and controlling obesity: A review and recommendations","year":2007,"lang":"en","type":"review","venue":"International Review on Public and Nonprofit Marketing","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Social marketing; Variety (cybernetics); Obesity; Public relations; Physical activity; Marketing; Population; Business; Psychology; Environmental health; Medicine; Advertising; Political science; Computer science","authors":[{"name":"Magdalena Cismaru","is_ca":true},{"name":"Anne M. Lavack","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07381240279163863,"gpt":0.415372986211637,"spread":0.3415605834199984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002158797,0.001251092,0.003146259,0.00384613,0.000355982,0.001377866,0.001104329,0.001543812,0.005474838],"category_scores_gemma":[0.003547024,0.0004380418,0.001311518,0.003060135,0.0004526885,0.001541106,0.0006504807,0.001612135,0.0008344487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009271199,"about_ca_system_score_gemma":0.00283248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630584,"about_ca_topic_score_gemma":0.008530289,"domain_scores_codex":[0.9993522,0.0001582187,0.0001303256,0.00008993984,0.0002179195,0.00005140109],"domain_scores_gemma":[0.9973003,0.001573442,0.0005617911,0.00002831351,0.0004367275,0.00009953332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002265903,0.0003472093,0.0007253491,0.1070936,0.0006063199,0.0001322564,0.00009775166,0.0001172639,0.0005028651,0.000512741,0.0239299,0.8657082],"study_design_scores_gemma":[0.0005724747,0.0009822332,0.01911924,0.2770778,0.009978397,0.001435074,0.000801665,0.0003516769,0.001269755,0.001944319,0.6863719,0.00009544779],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002682465,0.9980849,0.00007851738,0.0009117179,0.0001954457,0.00003397555,0.00005206994,0.000006715041,0.0003683712],"genre_scores_gemma":[0.001302917,0.9975668,0.0002400968,0.0005170431,0.0001588577,0.00003729675,0.00003222911,0.000001442154,0.0001432263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005474838,"threshold_uncertainty_score":0.01831514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133052728","doi":"10.1007/s12208-021-00279-2","title":"Addressing complex social problems with a multi-environmental stakeholder coalition","year":2021,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Stakeholder; Context (archaeology); Social environment; Perception; Social marketing; Order (exchange); Public relations; Causality (physics); Business; Management science; Marketing; Sociology; Psychology; Political science; Economics","authors":[{"name":"Walter Wymer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4579989508678409,"gpt":0.4295478791885233,"spread":0.0284510716793176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01577687,0.0006785945,0.0007576979,0.001623653,0.002434711,0.006181227,0.001775051,0.003291014,0.006369377],"category_scores_gemma":[0.01658072,0.0002817355,0.0007073871,0.001856549,0.005098616,0.008376163,0.007374616,0.002721834,0.0004686742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003517616,"about_ca_system_score_gemma":0.00711222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167431,"about_ca_topic_score_gemma":0.004348951,"domain_scores_codex":[0.9929765,0.004776584,0.000137808,0.000293781,0.001241389,0.0005740199],"domain_scores_gemma":[0.9859334,0.01049479,0.0009794083,0.0005929912,0.00115465,0.0008447973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005718716,0.0003857144,0.002553197,0.001545587,0.000205338,0.0002443795,0.001533632,0.01475885,0.0006244699,0.7172182,0.009786236,0.2510873],"study_design_scores_gemma":[0.00004568972,0.0001575171,0.002295306,0.001563512,0.00009528687,0.0002044787,0.004885956,0.02508246,0.0005085959,0.8170523,0.1480662,0.00004272993],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1347349,0.07768665,0.3087497,0.1955788,0.001639668,0.0008053908,0.00009413166,0.0001792038,0.2805316],"genre_scores_gemma":[0.8907983,0.0309646,0.06025324,0.004871926,0.000511134,0.0006024687,0.00007155137,0.00004361322,0.0118831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01577687,"threshold_uncertainty_score":0.08343703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031347133","doi":"10.1007/s12208-013-0110-z","title":"Investigating the effect of message framing on parents’ engagement with advertisements promoting child physical activity","year":2014,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Perception; Physical activity; Advertising; Framing (construction); Social psychology; Developmental psychology; Bonferroni correction; Medicine","authors":[{"name":"Jocelyn W. Jarvis","is_ca":true},{"name":"Heather L. Gainforth","is_ca":true},{"name":"Amy E. Latimer‐Cheung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01653662343665962,"gpt":0.3188254393661236,"spread":0.3022888159294639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007835397,0.0006062433,0.0008196645,0.000543871,0.0003735322,0.001284775,0.0005371415,0.001121094,0.005720014],"category_scores_gemma":[0.03560364,0.0004202185,0.001205581,0.000764619,0.0003801117,0.0008200657,0.000455566,0.001664777,0.0005491224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006730898,"about_ca_system_score_gemma":0.001210317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004578206,"about_ca_topic_score_gemma":0.007448203,"domain_scores_codex":[0.9963392,0.002196223,0.000234692,0.0003415756,0.0007058566,0.0001824512],"domain_scores_gemma":[0.9489034,0.04438379,0.004064684,0.0004431934,0.001696599,0.0005083889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02272323,0.01253318,0.280727,0.03672181,0.01446494,0.000476161,0.01435582,0.0005732815,0.006822809,0.001889808,0.005105124,0.6036069],"study_design_scores_gemma":[0.001987074,0.01957977,0.9070733,0.0122582,0.02564888,0.0003169996,0.004962356,0.0008990006,0.00446625,0.001086972,0.02162695,0.00009427247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997141,0.08893039,0.0007201351,0.001781088,0.000497604,0.0003123828,0.0003113968,0.00001278923,0.007720096],"genre_scores_gemma":[0.9271334,0.06669355,0.001759427,0.0009408614,0.0004982337,0.0004101581,0.0003190431,0.00002188532,0.002223496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007835397,"threshold_uncertainty_score":0.04143804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197411351","doi":"10.1007/s12208-021-00307-1","title":"Promoting mental health during the COVID-19 pandemic: the transtheoretical model of change and social marketing approach","year":2021,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"University of Regina","keywords":"Transtheoretical model; Mental health; Pandemic; Behavior change; Context (archaeology); Psychology; Coronavirus disease 2019 (COVID-19); Social media; Public relations; Advertising; Business; Medicine; Social psychology; Political science; Computer science; Infectious disease (medical specialty); Disease; World Wide Web; Psychiatry","authors":[{"name":"Onur AKDAŞ","is_ca":false},{"name":"Magdalena Cismaru","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.194929417216161,"gpt":0.4252607457449598,"spread":0.2303313285287988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01089494,0.0006461294,0.001261973,0.002600574,0.001569267,0.004940291,0.001217461,0.004009446,0.002690771],"category_scores_gemma":[0.01304162,0.0002858641,0.001294968,0.002438098,0.006813179,0.00422727,0.002987146,0.008296815,0.0002855476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006531946,"about_ca_system_score_gemma":0.01665935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129175,"about_ca_topic_score_gemma":0.01883085,"domain_scores_codex":[0.9947692,0.00350252,0.0001846766,0.0001933507,0.001077748,0.0002726586],"domain_scores_gemma":[0.9902172,0.007569159,0.000706853,0.0001511141,0.0007538449,0.0006018386],"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":[0.0001469696,0.001732523,0.007723219,0.01149441,0.0004003293,0.0001285429,0.006341533,0.001753564,0.000327811,0.3152497,0.0161889,0.6385124],"study_design_scores_gemma":[0.0003143648,0.00154783,0.04969664,0.0668127,0.0007534412,0.0008783132,0.02288717,0.005519003,0.0009278204,0.5051166,0.3453362,0.000210056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01694606,0.548192,0.01484076,0.3592414,0.00309023,0.0005106167,0.0001303496,0.0001102059,0.05693826],"genre_scores_gemma":[0.3226236,0.6105211,0.0195582,0.0414136,0.002438208,0.000964772,0.0001112009,0.00003213157,0.002337178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01129175,"threshold_uncertainty_score":0.05761862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2563212530","doi":"10.1007/s12208-016-0171-x","title":"Impact of students’ experiences on brand image perception: the case of Vietnamese higher education","year":2016,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ryerson University","keywords":"Vietnamese; Psychology; Perception; Structural equation modeling; Brand image; Empirical research; Service (business); Higher education; Test (biology); Advertising; Social psychology; Marketing; Business; Political science; Mathematics","authors":[{"name":"Võ Thị Ngọc Thúy","is_ca":false},{"name":"Hoang Doan Phuong Thao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03221773780836576,"gpt":0.3492566036978318,"spread":0.3170388658894661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001208403,0.0001321,0.0002258389,0.0004956344,0.001525736,0.002843794,0.0003634875,0.0005974128,0.005354515],"category_scores_gemma":[0.002554698,0.0001273985,0.0002720991,0.0007242081,0.001095596,0.0009113898,0.001280942,0.0009430306,0.0002863232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847184,"about_ca_system_score_gemma":0.001837058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03654921,"about_ca_topic_score_gemma":0.05865866,"domain_scores_codex":[0.9993572,0.0002289891,0.00001740912,0.00003962756,0.0001094496,0.0002473175],"domain_scores_gemma":[0.9974722,0.0009120011,0.0003877069,0.00007183343,0.0003642607,0.0007919406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002846343,0.0012569,0.8179053,0.0001152384,0.00006570944,0.003180111,0.1372579,0.0001588571,0.0008433466,0.003215154,0.001249349,0.03446736],"study_design_scores_gemma":[0.00001117844,0.0002996169,0.6791294,0.0001198837,0.00005691409,0.0004449748,0.3117587,0.0003279698,0.0005781,0.0004753789,0.00677149,0.0000264003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974477,0.00008804819,0.0000164418,0.0002130973,0.000006028443,0.000002550353,0.00001118456,5.757065e-7,0.002214387],"genre_scores_gemma":[0.999145,0.00008895582,0.000009155749,0.00003128023,0.000002367834,0.00000121816,0.00001031899,8.018216e-7,0.0007108147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03654921,"threshold_uncertainty_score":0.07267296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399464766","doi":"10.1007/s12208-024-00408-7","title":"“Eat less Meat”: Beneficial for you and for the environment - integrating theory and practice to shape communications encouraging a decrease in meat consumption","year":2024,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Consumption (sociology); Business; Food science; Chemistry; Sociology","authors":[{"name":"Magdalena Cismaru","is_ca":true},{"name":"Tudor Edu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03864986153186814,"gpt":0.3338994854324044,"spread":0.2952496239005363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01465595,0.0004821614,0.0005974341,0.0016013,0.001890643,0.005409945,0.001537801,0.005583277,0.006581773],"category_scores_gemma":[0.02718501,0.0002467958,0.0005488539,0.001212028,0.009953193,0.004349098,0.003546345,0.007173017,0.001135914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003465532,"about_ca_system_score_gemma":0.0133631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006504652,"about_ca_topic_score_gemma":0.01148201,"domain_scores_codex":[0.9908441,0.005608215,0.0003272903,0.0004586157,0.002244123,0.000517627],"domain_scores_gemma":[0.9662922,0.02352115,0.002936085,0.0006972885,0.003602206,0.002950957],"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":[0.0001960537,0.001999102,0.008868947,0.01295461,0.0002427152,0.0004024404,0.02696572,0.000537375,0.003558656,0.1172181,0.09967476,0.7273816],"study_design_scores_gemma":[0.0002359687,0.0009436597,0.03868844,0.04893258,0.0004253474,0.0008926053,0.05849452,0.0007754557,0.002919986,0.1757511,0.671775,0.0001653784],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02202472,0.04980199,0.007519328,0.8578802,0.004512448,0.0001353594,0.00005236139,0.0001103302,0.05796335],"genre_scores_gemma":[0.5092671,0.1806853,0.03347847,0.2553449,0.004852162,0.0005445874,0.0001392199,0.000139398,0.01554888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01465595,"threshold_uncertainty_score":0.07750899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360978619","doi":"10.1007/s12208-023-00368-4","title":"Social marketing’s relevance in helping the United Nations attain its SDGs","year":2023,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Restructuring; Opposition (politics); Politics; Sustainable development; Precondition; Nothing; Relevance (law); Welfare; Public relations; Economics; Sociology; Political science; Marketing; Business; Market economy; Law; Computer science; Epistemology","authors":[{"name":"Walter Wymer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05007757043798629,"gpt":0.3283085396587302,"spread":0.278230969220744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01438058,0.0007709331,0.0005850694,0.002496634,0.002068549,0.009719279,0.0005717068,0.005425525,0.006737805],"category_scores_gemma":[0.01245204,0.0002139553,0.0005558261,0.003349909,0.005375321,0.006484263,0.003125162,0.006668814,0.0007098318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005665066,"about_ca_system_score_gemma":0.01877444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01913357,"about_ca_topic_score_gemma":0.03523235,"domain_scores_codex":[0.9952022,0.002395431,0.000182583,0.0001916938,0.001582489,0.0004455547],"domain_scores_gemma":[0.9860719,0.008225556,0.0007940643,0.0003110339,0.003412365,0.001185136],"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":[0.00003510294,0.0001067415,0.001678283,0.002034612,0.00004892504,0.0001297553,0.0009285063,0.0005147817,0.0002737505,0.3615997,0.2386785,0.3939713],"study_design_scores_gemma":[0.000006199597,0.00004300469,0.003005028,0.004624274,0.00001945214,0.0000623805,0.001049268,0.0001272838,0.0001363328,0.02439336,0.9665157,0.00001773977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002007745,0.3435259,0.001058933,0.4833295,0.01693075,0.0000391796,0.0001109262,0.00005082,0.1529462],"genre_scores_gemma":[0.1426481,0.6378404,0.006650199,0.1579276,0.01802464,0.0001352868,0.0002109102,0.00008634028,0.03647649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01913357,"threshold_uncertainty_score":0.07605267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4397021575","doi":"10.1007/s12208-024-00407-8","title":"Charity fundraising appeals: The influence of brand remarkability and brand familiarity on audience intentions","year":2024,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Advertising; Business; Psychology; Brand awareness; Marketing","authors":[{"name":"Walter Wymer","is_ca":true},{"name":"Omneya Mokhtar Yacout","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03376159430678913,"gpt":0.346880194294432,"spread":0.3131185999876429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006038706,0.0004231905,0.0005950879,0.001453758,0.0006373482,0.002558188,0.0005470818,0.001065277,0.005980386],"category_scores_gemma":[0.02289973,0.0002384589,0.0008517693,0.001613617,0.001019788,0.001669569,0.0008026777,0.001902248,0.0005883881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009589526,"about_ca_system_score_gemma":0.001471234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016308,"about_ca_topic_score_gemma":0.01349287,"domain_scores_codex":[0.9981041,0.0008475845,0.00007669496,0.00019067,0.0006146135,0.000166257],"domain_scores_gemma":[0.9542823,0.03343552,0.007330358,0.000612006,0.002966055,0.00137378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001965598,0.00173415,0.5795134,0.004588509,0.002314489,0.0003266323,0.004711792,0.000435921,0.001329637,0.00392458,0.005489532,0.3936658],"study_design_scores_gemma":[0.00005749658,0.0004118268,0.9837413,0.00130515,0.001378023,0.0001831309,0.00232487,0.0006386806,0.0003785745,0.001065898,0.008461576,0.00005349109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8656769,0.1031926,0.0008821898,0.004659297,0.0003716048,0.00007710863,0.0002545307,0.00002484836,0.02486087],"genre_scores_gemma":[0.9683751,0.02748068,0.0004134084,0.0005376888,0.0004322767,0.00003206649,0.000153266,0.00001473822,0.002560662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016308,"threshold_uncertainty_score":0.03193611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062098188","doi":"10.1007/s12208-009-0035-8","title":"Is children’s knowledge of fruit and vegetable recommendations related to their intakes?","year":2009,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental health; Quarter (Canadian coin); Consumption (sociology); Government (linguistics); State government; Medicine; Geography; Local government; Social science; Sociology","authors":[{"name":"Simone Pettigrew","is_ca":false},{"name":"Melanie Pescud","is_ca":false},{"name":"Robert J. Donovan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02407615764776144,"gpt":0.3215726159799459,"spread":0.2974964583321845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002973564,0.0002930592,0.001085619,0.001052401,0.000236823,0.001221934,0.0006702674,0.001088734,0.002281476],"category_scores_gemma":[0.01069501,0.0004434309,0.001200232,0.001877438,0.0005488524,0.0008682375,0.0004816841,0.001387182,0.0002608887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110398,"about_ca_system_score_gemma":0.001796577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05813603,"about_ca_topic_score_gemma":0.06691955,"domain_scores_codex":[0.998434,0.0004807025,0.0001827273,0.000195948,0.000553119,0.0001535678],"domain_scores_gemma":[0.9928375,0.003237163,0.002320215,0.0001390573,0.001268605,0.000197387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004359818,0.0003021871,0.7390026,0.006758329,0.00212152,0.0002599119,0.001016896,0.0002049442,0.0005464779,0.0005839758,0.003037038,0.2457302],"study_design_scores_gemma":[0.00003569399,0.000240055,0.9804543,0.003084108,0.001284027,0.0003201247,0.0007363989,0.00008979494,0.000347515,0.0002165335,0.01316977,0.00002158542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4444061,0.5287601,0.000682559,0.009347056,0.0003251533,0.00006557633,0.00209572,0.00003023779,0.01428746],"genre_scores_gemma":[0.6506347,0.3422347,0.001605531,0.001510713,0.0002526528,0.00007354552,0.0014946,0.00001641648,0.002177169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05813603,"threshold_uncertainty_score":0.1155953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984984192","doi":"10.1007/s12208-009-0033-x","title":"The healthy ecosystems, healthy people project: using social marketing to promote environmentally active living","year":2009,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Urban Green Space and Health","field":"Environmental Science","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 Victoria","funders":"","keywords":"Environmental stewardship; Stewardship (theology); Social marketing; Marketing; Business; Promotion (chess); Resource (disambiguation); Terminology; Public relations; Product (mathematics); Glossary; Environmental resource management; Political science; Economics","authors":[{"name":"Janine Drummond","is_ca":true},{"name":"S. Joan Wharf Higgins","is_ca":true},{"name":"Edwin Hubert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02675834486124268,"gpt":0.3126661427774081,"spread":0.2859077979161654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005505702,0.0005282352,0.0004950671,0.001227508,0.0009165713,0.001499926,0.0006331746,0.002475253,0.005626395],"category_scores_gemma":[0.003944725,0.0001216554,0.0005284822,0.001106734,0.0008971312,0.001049252,0.001484852,0.001629861,0.000452115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046502,"about_ca_system_score_gemma":0.00353712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007823051,"about_ca_topic_score_gemma":0.0177354,"domain_scores_codex":[0.9982658,0.0008326437,0.00004166759,0.00006908521,0.0006640709,0.0001267717],"domain_scores_gemma":[0.9973658,0.001697802,0.0002218074,0.00004836329,0.0002558062,0.0004104103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003420819,0.002452201,0.003420742,0.003980266,0.000170494,0.0001001763,0.0005960201,0.0001769565,0.0008136365,0.004028793,0.05487633,0.9290423],"study_design_scores_gemma":[0.002686683,0.004430795,0.1454515,0.01087779,0.001416118,0.0007201165,0.004302773,0.001165375,0.005123403,0.01122199,0.8124872,0.0001162682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1332654,0.5461677,0.006069399,0.1570409,0.007868092,0.002482913,0.0008560176,0.0003871001,0.1458625],"genre_scores_gemma":[0.443215,0.4563746,0.01827566,0.03143395,0.003537076,0.002739348,0.0008150351,0.0001532779,0.04345613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007823051,"threshold_uncertainty_score":0.02911723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323668379","doi":"10.1007/s12208-023-00367-5","title":"Developing a framework for communications encouraging personal budgeting – a social marketing approach","year":2023,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Behavioral Health and Interventions","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 Regina","funders":"","keywords":"Public relations; Context (archaeology); Marketing; Personal selling; Sociology; Business; Political science","authors":[{"name":"Magdalena Cismaru","is_ca":true},{"name":"Onur AKDAŞ","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1822114903312185,"gpt":0.4610374517273513,"spread":0.2788259613961328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03543582,0.001824149,0.0008831779,0.007589001,0.006044419,0.0141336,0.004130338,0.009958862,0.01255202],"category_scores_gemma":[0.03407438,0.0009955401,0.001582156,0.004439146,0.02304258,0.01245202,0.006131507,0.007864591,0.001870255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01397345,"about_ca_system_score_gemma":0.02357192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189287,"about_ca_topic_score_gemma":0.01315398,"domain_scores_codex":[0.958325,0.03181715,0.001343446,0.001336504,0.005510728,0.001667062],"domain_scores_gemma":[0.94917,0.0388133,0.003467149,0.001549442,0.005394623,0.00160544],"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":[0.00001066476,0.0001179881,0.0003346175,0.0004667682,0.00001618398,0.00007044368,0.002728176,0.001453988,0.00009778093,0.9583585,0.006055677,0.03028907],"study_design_scores_gemma":[0.00004863782,0.0001686943,0.001633208,0.004734928,0.00008550331,0.0002642035,0.00876602,0.0095621,0.0006987493,0.7224188,0.2515394,0.00007964732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007521451,0.006914097,0.4799532,0.1586731,0.00162373,0.001723485,0.0001610291,0.0004979662,0.342932],"genre_scores_gemma":[0.472798,0.007109933,0.4617152,0.01705023,0.001437222,0.005228418,0.000150285,0.0001795443,0.03433116],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03543582,"threshold_uncertainty_score":0.1874048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401802489","doi":"10.1007/s12208-024-00417-6","title":"Correction to: “Eat less Meat”: Beneficial for you and for the environment ‑ integrating theory and practice to shape communications encouraging a decrease in meat consumption","year":2024,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological 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":"University of Regina","funders":"","keywords":"Consumption (sociology); Business; Food science; Marketing; Chemistry; Sociology","authors":[{"name":"Magdalena Cismaru","is_ca":true},{"name":"Tudor Edu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05820404046158832,"gpt":0.3282158196088313,"spread":0.2700117791472429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004708996,0.002873398,0.003638061,0.002897762,0.004679759,0.005889921,0.004342083,0.01621051,0.04904466],"category_scores_gemma":[0.07821763,0.001427511,0.002067863,0.002706212,0.005030671,0.002978389,0.003237982,0.02750275,0.04168392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006171702,"about_ca_system_score_gemma":0.01008379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03893722,"about_ca_topic_score_gemma":0.04536065,"domain_scores_codex":[0.9930392,0.001663683,0.001194118,0.000987948,0.002318457,0.0007966241],"domain_scores_gemma":[0.9489551,0.01385199,0.003057711,0.002196153,0.02875184,0.003187218],"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":[0.00001744776,0.000003670551,0.00002768605,0.00007917105,0.000005743035,0.0000691621,0.00003231479,0.00001326065,0.00001322298,0.0001480962,0.9983727,0.001217469],"study_design_scores_gemma":[0.00008001133,0.00002134524,0.001002408,0.0006071742,0.00003333098,0.0003560499,0.0003243294,0.0001916389,0.0001898964,0.0007494116,0.9963909,0.00005348984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.00006384422,0.0006267625,0.0001933089,0.1085979,0.8889079,0.00001944825,0.0004224926,0.0001429831,0.001025354],"genre_scores_gemma":[0.006873375,0.005330069,0.001659762,0.3428737,0.5356413,0.0003304129,0.000857079,0.0007257714,0.1057086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04904466,"threshold_uncertainty_score":0.1640708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415569772","doi":"10.1007/s12208-025-00458-5","title":"Re-engaging former volunteers: an exploratory investigation","year":2025,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Nonprofit Sector and Volunteering","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":"University of Lethbridge; University of Regina","funders":"","keywords":"Perception; Interpersonal communication; Flexibility (engineering); Exploratory research; Volunteer; Qualitative research","authors":[{"name":"Magdalena Cismaru","is_ca":true},{"name":"Walter Wymer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04543502762714195,"gpt":0.3471484728178158,"spread":0.3017134451906738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09184451,0.0003868111,0.0009138815,0.001640764,0.004940584,0.006767667,0.003562301,0.003810354,0.007315112],"category_scores_gemma":[0.1707343,0.000430247,0.0007004077,0.002044641,0.00398938,0.006432718,0.005869341,0.004316452,0.001325559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199802,"about_ca_system_score_gemma":0.01507047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002674458,"about_ca_topic_score_gemma":0.009955214,"domain_scores_codex":[0.9313043,0.05538641,0.001932352,0.002309345,0.005598468,0.003469162],"domain_scores_gemma":[0.7477126,0.1960848,0.01586515,0.01273971,0.01915158,0.008446174],"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":[0.001537479,0.002928586,0.04158458,0.01143807,0.0002981821,0.001155678,0.2438929,0.000165199,0.001020379,0.03841902,0.03329391,0.624266],"study_design_scores_gemma":[0.0005635767,0.002638103,0.04923834,0.02716964,0.0006595374,0.001517816,0.5838956,0.0006075679,0.001572082,0.01488816,0.3171492,0.0001004043],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7407064,0.03999371,0.01503095,0.05813015,0.002160303,0.008644642,0.0008180512,0.0001237597,0.1343921],"genre_scores_gemma":[0.944658,0.01511704,0.006994407,0.0181,0.0003569172,0.005222167,0.0003292542,0.0000714592,0.009150892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09184451,"threshold_uncertainty_score":0.485726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082958957","doi":"10.1007/s12208-011-0073-x","title":"A structural equation modeling study of helping behaviour from the perspective of person-by-situation design and feelings","year":2011,"lang":"en","type":"article","venue":"International Review on Public and Nonprofit Marketing","topic":"Emotions and Moral Behavior","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 Manitoba","funders":"","keywords":"Feeling; Pride; Empathy; Perspective (graphical); Psychology; Empathic concern; Social psychology; Structural equation modeling; Sample (material); Helping behavior; Perspective-taking","authors":[{"name":"Wenxia Guo","is_ca":true},{"name":"Cam‐Loi Huynh","is_ca":true},{"name":"Namita Bhatnagar","is_ca":true},{"name":"Gopi Sharma","is_ca":true},{"name":"Rajesh V. Manchanda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1604371679118033,"gpt":0.3517916983771519,"spread":0.1913545304653485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0126719,0.0009657678,0.001162914,0.001103537,0.001561826,0.002162222,0.001570987,0.001307393,0.004759742],"category_scores_gemma":[0.02945178,0.0006677716,0.002141271,0.001501194,0.0013962,0.002114245,0.001508462,0.002953242,0.0004425107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002751772,"about_ca_system_score_gemma":0.002604113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198061,"about_ca_topic_score_gemma":0.01050459,"domain_scores_codex":[0.989072,0.009534501,0.0001804782,0.0006515021,0.0003230327,0.0002384348],"domain_scores_gemma":[0.9406552,0.05527091,0.001583252,0.001138725,0.0008844393,0.000467559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004143777,0.0198782,0.4205221,0.001283699,0.003784417,0.0005514486,0.07653955,0.07760745,0.004231831,0.2361274,0.005058799,0.1502713],"study_design_scores_gemma":[0.001365065,0.005897189,0.1677836,0.000469459,0.002003126,0.0003640662,0.02560746,0.6656504,0.001720803,0.122232,0.006639385,0.0002673685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325751,0.0001945511,0.0630891,0.001020582,0.00006398079,0.0004084164,0.0002072942,0.00004914559,0.002391741],"genre_scores_gemma":[0.9621665,0.0001892551,0.03487547,0.0001593838,0.0000230265,0.0009299241,0.0001764979,0.00002587697,0.001454034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0126719,"threshold_uncertainty_score":0.06701624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}