{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"5555bfb23a6d","filters":{"venue":"Journal of Social Marketing"}},"results":[{"id":"W2134097097","doi":"10.1108/20426761111104400","title":"Developing more effective social marketing strategies","year":2011,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":249,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Social marketing; Upstream (networking); Marketing; Originality; Public relations; Value (mathematics); Business; Social issues; Return on marketing investment; Marketing mix; Economics; Political science; Psychology; Computer science; Social psychology; Creativity; Economic growth","authors":[{"name":"Walter Wymer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01424800747237875,"gpt":0.2751283239690758,"spread":0.260880316496697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01137885,0.001338156,0.0004605396,0.002768654,0.001876276,0.004939171,0.001402219,0.002521768,0.02679442],"category_scores_gemma":[0.01612216,0.0003871912,0.0007528297,0.001128333,0.001926514,0.006739478,0.003284998,0.00235743,0.003967008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792002,"about_ca_system_score_gemma":0.005973143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012416,"about_ca_topic_score_gemma":0.002042265,"domain_scores_codex":[0.9933001,0.004522151,0.0002172117,0.0004057112,0.00113821,0.0004167262],"domain_scores_gemma":[0.987128,0.008110392,0.00137043,0.0007783608,0.001495328,0.001117476],"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":[0.00007985002,0.003213557,0.009640262,0.00280503,0.0001343697,0.000387553,0.009795544,0.003623593,0.004066519,0.1767003,0.02750637,0.7620471],"study_design_scores_gemma":[0.0003438254,0.001611611,0.01926802,0.005547154,0.0002257316,0.0005917065,0.03612538,0.01779121,0.007192865,0.2807143,0.6304595,0.000128737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1692902,0.007750431,0.2518116,0.1230199,0.001688401,0.009230714,0.0003183471,0.001507846,0.4353826],"genre_scores_gemma":[0.6124395,0.007314747,0.3233367,0.01414523,0.0005504689,0.004416905,0.0002359661,0.000241934,0.03731858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02679442,"threshold_uncertainty_score":0.08963621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005840824","doi":"10.1108/20426761211203247","title":"Macro‐social marketing and social engineering: a systems approach","year":2012,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social marketing; Public relations; Social change; Marketing; Government (linguistics); Psychological intervention; Flexibility (engineering); Macro; Legislation; Originality; Business; Political science; Economics; Sociology; Psychology; Economic growth; Qualitative research; Social science; Computer science","authors":[{"name":"Ann‐Marie Kennedy","is_ca":false},{"name":"Andrew G. Parsons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01744664063714792,"gpt":0.2158281921917702,"spread":0.1983815515546223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006488552,0.001087329,0.0008116277,0.004193312,0.002955891,0.009752977,0.001803044,0.002141057,0.0113849],"category_scores_gemma":[0.004768245,0.0005937639,0.001015036,0.002777305,0.01594128,0.006238539,0.005478337,0.003348911,0.0007049409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01180803,"about_ca_system_score_gemma":0.01238689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246473,"about_ca_topic_score_gemma":0.01303961,"domain_scores_codex":[0.9938544,0.004144333,0.0001631848,0.0005461068,0.0009140114,0.000377995],"domain_scores_gemma":[0.9910058,0.006655359,0.0004964919,0.0006112402,0.0007649267,0.000466154],"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":[0.00002144038,0.0002081299,0.0034075,0.00049683,0.00007679377,0.0002156898,0.004339738,0.008552621,0.0005665558,0.9357383,0.002107453,0.04426879],"study_design_scores_gemma":[0.0000355901,0.0002384236,0.004139106,0.0006195137,0.00006519767,0.0001942641,0.008857426,0.0228228,0.0007214374,0.848077,0.1141705,0.00005865444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04265325,0.006413527,0.5350775,0.03406817,0.0007750634,0.001506142,0.0002805309,0.0004510232,0.3787748],"genre_scores_gemma":[0.8043849,0.005156999,0.1604007,0.003299971,0.0005322663,0.001472971,0.0001174981,0.0001693431,0.02446526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01246473,"threshold_uncertainty_score":0.08567363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1482944302","doi":"10.1108/jsocm-08-2013-0060","title":"Developing benchmark criteria for assessing community-based social marketing programs","year":2014,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Social marketing; Benchmark (surveying); Sustainability; Outreach; Originality; Empirical research; Marketing; Marketing research; Management science; Computer science; Sociology; Qualitative research; Engineering; Business; Political science","authors":[{"name":"Jennifer Lynes","is_ca":true},{"name":"Stephanie Whitney","is_ca":true},{"name":"Dan Murray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06650119262252716,"gpt":0.3255053187437806,"spread":0.2590041261212535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05272358,0.0009705815,0.001083417,0.01433702,0.002108383,0.006603671,0.002132152,0.001291249,0.004007049],"category_scores_gemma":[0.1601875,0.0003929001,0.001008287,0.009257135,0.002629637,0.005607026,0.004239332,0.001669706,0.0005701896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008703581,"about_ca_system_score_gemma":0.007188872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005281284,"about_ca_topic_score_gemma":0.006882812,"domain_scores_codex":[0.9384586,0.03026955,0.005386467,0.001402173,0.02289103,0.001592258],"domain_scores_gemma":[0.8518353,0.06769819,0.01221509,0.006989032,0.05697003,0.004292411],"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":[0.0006417534,0.001638134,0.170618,0.002154482,0.0003771933,0.000231761,0.0139685,0.03515987,0.003856664,0.1565031,0.0105701,0.6042805],"study_design_scores_gemma":[0.0002448571,0.005641343,0.2713959,0.005502483,0.0003453163,0.0005569959,0.06850058,0.2221726,0.02314592,0.268128,0.1336636,0.0007023792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4579761,0.001137809,0.3898581,0.001860622,0.0002867746,0.005861,0.001358601,0.0009251653,0.1407358],"genre_scores_gemma":[0.7761675,0.0002581888,0.216552,0.0001325055,0.00002963209,0.003830709,0.001133348,0.0001044819,0.001791632],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05272358,"threshold_uncertainty_score":0.2788323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1948191003","doi":"10.1108/jsocm-09-2014-0068","title":"Marketing and social enterprises: implications for social marketing","year":2015,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Marketing; Business; Public relations; Stakeholder; Empirical research; Legitimacy; Social marketing; Qualitative research; Grounded theory; Social entrepreneurship; Marketing research; Sociology; Entrepreneurship; Political science; Politics","authors":[{"name":"Alex Mitchell","is_ca":true},{"name":"Judith Madill","is_ca":true},{"name":"Samia Chreim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04272209060078813,"gpt":0.2888118168646422,"spread":0.2460897262638541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01325034,0.0007938097,0.0008290531,0.003452999,0.01465593,0.02064547,0.001516896,0.006150648,0.01467739],"category_scores_gemma":[0.01438445,0.0003556806,0.000601258,0.004686547,0.0700516,0.02276374,0.01085162,0.006422997,0.0006553672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123449,"about_ca_system_score_gemma":0.01578108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093137,"about_ca_topic_score_gemma":0.01135737,"domain_scores_codex":[0.9876925,0.009194544,0.0001966578,0.0006782703,0.001101304,0.001136643],"domain_scores_gemma":[0.948431,0.04047554,0.002760315,0.001237222,0.002064848,0.005031185],"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":[0.00002152932,0.0001186717,0.002858083,0.0002667004,0.0000159513,0.0005617214,0.0514254,0.0002626585,0.00008918141,0.9140626,0.005329668,0.02498791],"study_design_scores_gemma":[0.00002121894,0.00006561851,0.004354673,0.001224672,0.00001196235,0.0004266885,0.1559887,0.0008581895,0.0001457848,0.6752531,0.1616092,0.00004015994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07253824,0.02793677,0.01638042,0.5225843,0.002031725,0.0004124815,0.0001029148,0.00008575018,0.3579274],"genre_scores_gemma":[0.9584745,0.01364794,0.004011622,0.01365664,0.001734246,0.0002616529,0.00002992169,0.0000444514,0.008139016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02064547,"threshold_uncertainty_score":0.08956891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2343427896","doi":"10.1108/jsocm-06-2015-0043","title":"Social enterprise dualities: implications for social marketing","year":2016,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Marketing; Originality; Social marketing; Business; Value (mathematics); Marketing research; Public relations; Sociology; Qualitative research; Political science","authors":[{"name":"Alex Mitchell","is_ca":true},{"name":"Judith Madill","is_ca":true},{"name":"Samia Chreim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03433203736033932,"gpt":0.2954104579477525,"spread":0.2610784205874132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01816912,0.0008109953,0.0008827956,0.004898191,0.02222673,0.02325936,0.001990652,0.003075639,0.009158737],"category_scores_gemma":[0.01885744,0.000566157,0.0006073511,0.00468041,0.07852699,0.01929597,0.02138651,0.005326662,0.0003639811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0213314,"about_ca_system_score_gemma":0.02053786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02609094,"about_ca_topic_score_gemma":0.03823761,"domain_scores_codex":[0.9783704,0.01430687,0.0004247593,0.001385515,0.002614819,0.002897647],"domain_scores_gemma":[0.9700409,0.01850225,0.002844911,0.00119251,0.002064572,0.005354864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005041905,0.0001115542,0.009694096,0.0002272686,0.00002503202,0.001021524,0.5050733,0.0001488608,0.0002264222,0.4588979,0.001769589,0.02275399],"study_design_scores_gemma":[0.00001355776,0.00003603328,0.004708812,0.0004382959,0.00001345805,0.0003660861,0.7920179,0.0004179155,0.0001229843,0.1538501,0.04798752,0.00002738242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5550883,0.008246355,0.01656822,0.09397496,0.0006525886,0.0003479666,0.00007141346,0.00007742409,0.3249727],"genre_scores_gemma":[0.9933946,0.0009044769,0.001200792,0.001360914,0.0000639222,0.00006198991,0.00001075259,0.00001645451,0.002986073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02609094,"threshold_uncertainty_score":0.1547709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2755429962","doi":"10.1108/jsocm-11-2016-0072","title":"Master’s thesis research in social marketing (1971-2015)","year":2017,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social marketing; Marketing science; Marketing; Marketing research; Originality; Maturity (psychological); Sociology; Public relations; Marketing management; Relationship marketing; Social science; Political science; Business; Qualitative research","authors":[{"name":"V. Dao Truong","is_ca":false},{"name":"Timo Dietrich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1255726140144046,"gpt":0.3743814027361165,"spread":0.248808788721712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.006585506,0.0004757582,0.0007416317,0.006498359,0.002826191,0.00380242,0.0007072857,0.0007688287,0.05596944],"category_scores_gemma":[0.02071522,0.00031369,0.0005505012,0.006558956,0.001929801,0.002346765,0.00235946,0.001524,0.007620742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007014127,"about_ca_system_score_gemma":0.01200999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004326392,"about_ca_topic_score_gemma":0.009042223,"domain_scores_codex":[0.9968818,0.0007579715,0.0002373129,0.0003946086,0.001239606,0.000488692],"domain_scores_gemma":[0.9800515,0.006458067,0.002837973,0.001060315,0.004817888,0.004774231],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000274799,0.0006513607,0.0494701,0.006271455,0.00007118766,0.0004161245,0.02321562,0.0007019233,0.001964486,0.05063405,0.2473156,0.6190132],"study_design_scores_gemma":[0.00002088993,0.0004976265,0.1839795,0.003635433,0.00002946595,0.0005108177,0.01683206,0.0001896291,0.0009316555,0.006426217,0.7869257,0.00002097443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3617755,0.1008384,0.003636509,0.0711278,0.008227382,0.001281037,0.01329919,0.0002283283,0.439586],"genre_scores_gemma":[0.7267018,0.07080316,0.002636909,0.00531236,0.003976907,0.001076205,0.003581045,0.0001491853,0.1857625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9935017,"threshold_uncertainty_score":0.1872364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073561783","doi":"10.1108/jsocm-08-2013-0056","title":"Best practices in social marketing among Aboriginal people","year":2014,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Communications Research Centre Canada; Mining Association of Canada; Health Canada; University of Ottawa","funders":"","keywords":"Social marketing; Mainstream; Public relations; Social media; Globe; Originality; Marketing; Value (mathematics); Sociology; Advertising; Political science; Social science; Business; Psychology; Qualitative research","authors":[{"name":"Judith Madill","is_ca":true},{"name":"Libbie Wallace","is_ca":true},{"name":"Karine Goneau-Lessard","is_ca":true},{"name":"Robb Stuart MacDonald","is_ca":true},{"name":"Céline Dion","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02144391515850308,"gpt":0.2961343444006878,"spread":0.2746904292421847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01754509,0.000569628,0.0006602612,0.003649697,0.005394564,0.006574803,0.001356978,0.001672221,0.005484364],"category_scores_gemma":[0.01704437,0.0003462037,0.0006148638,0.002676345,0.004570732,0.004134946,0.003540997,0.002058101,0.0006317048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006487507,"about_ca_system_score_gemma":0.01881515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03198513,"about_ca_topic_score_gemma":0.06085626,"domain_scores_codex":[0.9904361,0.006782255,0.0003945429,0.0003645687,0.001516693,0.0005057658],"domain_scores_gemma":[0.9895234,0.006374397,0.001089308,0.0004890275,0.001626515,0.0008973323],"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":[0.0001074916,0.0006147837,0.02020604,0.0140703,0.0001658736,0.001609441,0.3249801,0.0002010122,0.00187259,0.01879508,0.01241022,0.6049671],"study_design_scores_gemma":[0.00006874264,0.0006208115,0.07410182,0.04725362,0.0003409451,0.001768401,0.430197,0.0003473909,0.001665049,0.03028663,0.4132401,0.0001095178],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3429472,0.2716408,0.006774166,0.2024226,0.002519798,0.001021343,0.0002243361,0.0002098983,0.1722399],"genre_scores_gemma":[0.8213204,0.12894,0.02938932,0.01058683,0.00048403,0.0006449073,0.00009969453,0.00005857799,0.008476214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03198513,"threshold_uncertainty_score":0.0927884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2531855564","doi":"10.1108/jsocm-12-2014-0089","title":"Fear appeals: the influence of threat orientations","year":2016,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Self-affirmation; Psychology; Social psychology; Denial; Fear appeal; Originality; Intervention (counseling); Personality; Value (mathematics)","authors":[{"name":"Chrysantus Awagu","is_ca":true},{"name":"Debra Z. Basil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0427360077506519,"gpt":0.408993718680528,"spread":0.3662577109298761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003258998,0.0004628638,0.0003562246,0.000427469,0.0006115064,0.002240151,0.0003501546,0.000477319,0.004367331],"category_scores_gemma":[0.015076,0.0002196076,0.000694845,0.0001695213,0.001150881,0.0006531535,0.001204467,0.001741491,0.0002900826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006641143,"about_ca_system_score_gemma":0.001186948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425987,"about_ca_topic_score_gemma":0.001382836,"domain_scores_codex":[0.9970631,0.001308695,0.000123791,0.0003484364,0.0008120266,0.0003439517],"domain_scores_gemma":[0.9851754,0.008469,0.003706309,0.0007814641,0.0004623939,0.001405358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005910331,0.02073762,0.7736992,0.0009906238,0.0007240163,0.0004067117,0.01780104,0.001444436,0.03296356,0.007107995,0.001375968,0.1368383],"study_design_scores_gemma":[0.0001613665,0.004542109,0.9739162,0.0002280085,0.0003511165,0.0002425211,0.007342987,0.001871303,0.004026809,0.004301892,0.002939212,0.00007649897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954947,0.0001018206,0.0004026241,0.0001285675,0.00002001834,0.00007166388,0.00002043019,0.000009678749,0.00375039],"genre_scores_gemma":[0.9982557,0.00008792996,0.0006082355,0.0001130957,0.00001293167,0.00009187734,0.00002394849,0.000006073367,0.0008002737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004367331,"threshold_uncertainty_score":0.01723546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211140154","doi":"10.1108/jsocm-06-2021-0145","title":"Examining 50 years of social marketing through a bibliometric and science mapping analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Marketing research; Social marketing; Originality; Identification (biology); Scholarship; Qualitative marketing research; Quantitative marketing research; Marketing science; Scopus; Marketing; Data science; Sociology; Marketing management; Qualitative research; Business marketing; Social science; Computer science; Relationship marketing; Political science; Business","authors":[{"name":"Jessica Salgado Sequeiros","is_ca":false},{"name":"Arturo Molina","is_ca":false},{"name":"Mar Gómez","is_ca":false},{"name":"Debra Z. Basil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04525976531020214,"gpt":0.318813306702341,"spread":0.2735535413921388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01495358,0.0006242989,0.001498556,0.1982763,0.0025136,0.00725187,0.001049574,0.0008800576,0.005192348],"category_scores_gemma":[0.04798878,0.0003718747,0.00160378,0.2110838,0.001678793,0.006830221,0.003452007,0.0006240871,0.0008447691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004940718,"about_ca_system_score_gemma":0.009799267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006070441,"about_ca_topic_score_gemma":0.008432176,"domain_scores_codex":[0.9836196,0.003085566,0.003103289,0.001296677,0.008347596,0.0005471708],"domain_scores_gemma":[0.9370105,0.03354811,0.01184386,0.002876252,0.01346923,0.001252093],"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":[0.0002790055,0.0003165399,0.2236417,0.02910269,0.001625906,0.001370567,0.02563801,0.00233149,0.002702768,0.03134069,0.02028776,0.6613628],"study_design_scores_gemma":[0.00004286897,0.000457601,0.6283198,0.01342872,0.00163754,0.00228446,0.03697587,0.003650724,0.003171236,0.01483247,0.2949573,0.0002412163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6820223,0.1337987,0.01569384,0.006355412,0.001224249,0.00278206,0.03993679,0.000538137,0.1176485],"genre_scores_gemma":[0.8772697,0.06747591,0.02815723,0.000524647,0.001268188,0.003056449,0.01581013,0.0001429522,0.006294674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8017237,"threshold_uncertainty_score":0.07908303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769062542","doi":"10.1108/jsocm-02-2017-0012","title":"Reckless driving promotion and prevention: priming effects","year":2017,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Promotion (chess); Originality; Psychology; Perception; Social marketing; Action (physics); Social media; Advertising; Social psychology; Affect (linguistics); Marketing; Business; Political science","authors":[{"name":"Linda Lemarié","is_ca":false},{"name":"Jean‐Charles Chebat","is_ca":true},{"name":"François Bellavance","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06588867144703903,"gpt":0.4330452564391995,"spread":0.3671565849921605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001761964,0.000466311,0.0004805253,0.0002280866,0.0004847643,0.001078481,0.0004842699,0.0006976733,0.01580437],"category_scores_gemma":[0.01177937,0.0004730954,0.0003060478,0.0001382143,0.000507475,0.0009615976,0.0007514191,0.0008308454,0.001067755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003486249,"about_ca_system_score_gemma":0.0005573369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006263147,"about_ca_topic_score_gemma":0.0005250754,"domain_scores_codex":[0.9986584,0.0005806251,0.00007463316,0.0003661911,0.0002108878,0.0001093074],"domain_scores_gemma":[0.9881979,0.008537035,0.001583361,0.000597675,0.0004468499,0.0006371831],"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":[0.06090269,0.05432987,0.1195457,0.008689456,0.0005072054,0.001228871,0.02953948,0.001113436,0.3491231,0.0101267,0.002771141,0.3621224],"study_design_scores_gemma":[0.003712924,0.06352307,0.8287009,0.001357176,0.001554802,0.0009607676,0.005677069,0.002998633,0.06737669,0.005224826,0.01869309,0.0002199771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873375,0.0004100115,0.001141447,0.0001982546,0.0001120067,0.0005593703,0.00005589709,0.00006035426,0.01012513],"genre_scores_gemma":[0.9916487,0.0003683655,0.003914627,0.000279277,0.0001089187,0.0007113434,0.00006420951,0.00003201641,0.002872639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01580437,"threshold_uncertainty_score":0.05287093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002395020","doi":"10.1108/jsocm-08-2011-0054","title":"Financing social marketing programs through sponsorship: implications for evaluation","year":2014,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Nipissing University; University of Ottawa","funders":"","keywords":"Social marketing; Marketing; Business; Stakeholder; Public relations; Project sponsorship; Government (linguistics); Marketing research; Originality; Qualitative research; Political science; Economics; Sociology; Project management","authors":[{"name":"Judith Madill","is_ca":true},{"name":"Norm O’Reilly","is_ca":true},{"name":"John Nadeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05071989672152944,"gpt":0.3099278077156264,"spread":0.259207910994097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5050864,0.001485073,0.002596058,0.005326955,0.004685326,0.02692784,0.004182534,0.005960704,0.01139682],"category_scores_gemma":[0.668637,0.0007157889,0.002074842,0.00856965,0.01084142,0.02325339,0.009291129,0.006553925,0.000723669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02745615,"about_ca_system_score_gemma":0.08313407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006872732,"about_ca_topic_score_gemma":0.007330655,"domain_scores_codex":[0.3471884,0.5986288,0.01223778,0.002267904,0.03363179,0.006045334],"domain_scores_gemma":[0.1419699,0.7654333,0.03061969,0.01143838,0.03805386,0.01248497],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002659178,0.007039081,0.03722784,0.01380832,0.0006659532,0.0002783669,0.01119687,0.003499154,0.0002120693,0.1136315,0.02499099,0.7847906],"study_design_scores_gemma":[0.006982378,0.02930697,0.09881241,0.20853,0.002170226,0.0007399528,0.1186047,0.02638312,0.004148015,0.2556281,0.2478649,0.0008292446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2152205,0.08915133,0.04852149,0.3914602,0.005632525,0.04351665,0.001584943,0.0005807279,0.2043318],"genre_scores_gemma":[0.9045284,0.01433406,0.04545407,0.01121685,0.001134197,0.0205761,0.0002773347,0.0001182794,0.002360672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5050864,"threshold_uncertainty_score":0.6103166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967403828","doi":"10.1108/jsocm-06-2018-0063","title":"Identifying and analyzing social marketing initiatives using a theory-based approach","year":2019,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Transtheoretical model; Target audience; Social marketing; Process (computing); Originality; Channel (broadcasting); Marketing; Value (mathematics); Public relations; Computer science; Behavior change; Business; Sociology; Political science; Psychology; Qualitative research","authors":[{"name":"Magdalena Cismaru","is_ca":true},{"name":"Amanda Wuth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08043540920320828,"gpt":0.4126126412454123,"spread":0.332177232042204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05756229,0.001449958,0.002083323,0.04080253,0.003150798,0.01035798,0.002191159,0.001998654,0.005341401],"category_scores_gemma":[0.06958279,0.0006572003,0.002128304,0.02448773,0.005299816,0.00902833,0.003603054,0.002027666,0.0005353239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01307066,"about_ca_system_score_gemma":0.01772001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813468,"about_ca_topic_score_gemma":0.007642228,"domain_scores_codex":[0.9498482,0.03721423,0.0037145,0.001657303,0.00673493,0.0008307503],"domain_scores_gemma":[0.8443954,0.1286792,0.007963079,0.004367631,0.01366341,0.0009312362],"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":[0.0001270526,0.0005931411,0.01733208,0.05345071,0.001062947,0.0008607166,0.04189677,0.00299832,0.002088391,0.1775982,0.007854553,0.6941371],"study_design_scores_gemma":[0.0002527127,0.00162194,0.03700264,0.1040276,0.002959399,0.001203091,0.2159292,0.01616424,0.008280408,0.2094217,0.4028462,0.0002908392],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1702843,0.1176891,0.5016132,0.03794334,0.001838703,0.0392051,0.002568688,0.001095398,0.1277623],"genre_scores_gemma":[0.4130559,0.0334022,0.5282512,0.00267488,0.000249221,0.0178926,0.0009195119,0.0001508834,0.003403572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05756229,"threshold_uncertainty_score":0.3044221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898214359","doi":"10.1108/jsocm-11-2017-0071","title":"Examining the ParticipACTION brand using the brand equity pyramid","year":2018,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; University of Victoria; University of Alberta; University of British Columbia; Queen's University","funders":"","keywords":"Brand equity; Structural equation modeling; Confirmatory factor analysis; Brand management; Brand awareness; Brand loyalty; Exploratory factor analysis; Psychology; Marketing; Advertising; Corporate branding; Business; Social psychology; Mathematics; Service (business)","authors":[{"name":"Alexander Lithopoulos","is_ca":true},{"name":"Peter A. Dacin","is_ca":true},{"name":"Tanya R. Berry","is_ca":true},{"name":"Guy Faulkner","is_ca":true},{"name":"Norm O’Reilly","is_ca":false},{"name":"Ryan E. Rhodes","is_ca":true},{"name":"John C. Spence","is_ca":true},{"name":"Mark S. Tremblay","is_ca":true},{"name":"Leigh M. Vanderloo","is_ca":false},{"name":"Amy E. Latimer‐Cheung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1359323574539541,"gpt":0.3441649063342336,"spread":0.2082325488802795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005227929,0.0003486377,0.0002224547,0.002106932,0.002170112,0.002396745,0.0007453208,0.000507713,0.005099847],"category_scores_gemma":[0.01004863,0.0002064191,0.0006558107,0.001458092,0.002092812,0.002663806,0.002033651,0.0009104525,0.0002353794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00645449,"about_ca_system_score_gemma":0.006985262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1823869,"about_ca_topic_score_gemma":0.2302487,"domain_scores_codex":[0.9982228,0.0002789739,0.00004330017,0.0001650418,0.001084055,0.0002057774],"domain_scores_gemma":[0.9948337,0.001992044,0.000955971,0.000408572,0.001394068,0.0004156421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002675308,0.000793191,0.7526757,0.0002565562,0.00009343636,0.0001126955,0.02424391,0.0008431218,0.002015951,0.0229108,0.001610887,0.1941762],"study_design_scores_gemma":[0.00003306269,0.0005193835,0.9440771,0.000249081,0.0001587119,0.00009587611,0.02387243,0.008644092,0.0019275,0.01105707,0.009303202,0.00006237326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693856,0.0001336669,0.004060165,0.0005535137,0.00002313678,0.0002788473,0.000223387,0.00002767524,0.02531411],"genre_scores_gemma":[0.9945751,0.00007551499,0.004035184,0.0001037357,0.000005632087,0.00008891571,0.00007882801,0.000004876462,0.001032113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1823869,"threshold_uncertainty_score":0.3626505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391964291","doi":"10.1108/jsocm-08-2023-0174","title":"The “problem” of Australian First Nations doctoral education: a policy analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Social marketing; Government (linguistics); Originality; Policy analysis; Public relations; Sociology; Social policy; Value (mathematics); Public policy; Politics; Political science; Public administration; Social science; Economics; Economic growth","authors":[{"name":"Maria Raciti","is_ca":false},{"name":"Catherine Manathunga","is_ca":false},{"name":"Jing Qi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01733462821316868,"gpt":0.3583196990826296,"spread":0.3409850708694609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07937522,0.0004836748,0.0008514812,0.004844315,0.0189424,0.01956187,0.002272111,0.006632803,0.005690567],"category_scores_gemma":[0.07686645,0.000758374,0.0007049839,0.006849803,0.02479786,0.0153337,0.01038422,0.01138104,0.0005258808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04709888,"about_ca_system_score_gemma":0.07088911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04837827,"about_ca_topic_score_gemma":0.03475406,"domain_scores_codex":[0.910922,0.06817496,0.002003934,0.002818721,0.01114967,0.004930729],"domain_scores_gemma":[0.9179268,0.05791209,0.005710725,0.002894307,0.01094199,0.004614084],"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":[0.00004674468,0.0001857192,0.005785984,0.0011444,0.00004767636,0.000496802,0.06925722,0.0009602583,0.0003502649,0.8638594,0.01034629,0.04751937],"study_design_scores_gemma":[0.00003518217,0.0002938172,0.02427359,0.005625173,0.0001265876,0.000411041,0.2035103,0.004945073,0.001278583,0.3593423,0.3999957,0.0001625134],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1817787,0.01830039,0.01503118,0.5771044,0.001458524,0.0008941077,0.000192583,0.0000543955,0.2051857],"genre_scores_gemma":[0.9339431,0.01148649,0.01146279,0.02437594,0.0004481282,0.001047736,0.00005981836,0.00004515758,0.0171309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07937522,"threshold_uncertainty_score":0.4197813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2617539161","doi":"10.1108/jsocm-11-2016-0074","title":"Social marketing strategy and industry involvement","year":2017,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Social marketing; Marketing; Originality; Business; Value (mathematics); Marketing strategy; Social change; Public relations; Economics; Sociology; Computer science; Political science; Economic growth","authors":[{"name":"Walter Wymer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04390735419047719,"gpt":0.2895389293625126,"spread":0.2456315751720354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004135431,0.0004465779,0.0001843476,0.001805721,0.002334114,0.00546446,0.000768647,0.002424692,0.01318949],"category_scores_gemma":[0.007730438,0.0001512071,0.0004007048,0.001167798,0.007011298,0.004396342,0.002839689,0.001470182,0.0007755326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003297203,"about_ca_system_score_gemma":0.004288489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025249,"about_ca_topic_score_gemma":0.002103216,"domain_scores_codex":[0.9953897,0.003197611,0.00009010287,0.0002536377,0.0005744187,0.0004945645],"domain_scores_gemma":[0.9915938,0.005734432,0.000895887,0.0002451116,0.0006174839,0.0009131888],"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":[0.00002269304,0.000234147,0.006745365,0.0001319191,0.00001633863,0.0005638544,0.01131287,0.001016101,0.0001652876,0.9371371,0.0041876,0.03846686],"study_design_scores_gemma":[0.00005213528,0.0002642449,0.009875696,0.001064372,0.0000400018,0.0009706598,0.04332056,0.008881866,0.0007865502,0.5937927,0.3409125,0.00003877936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1046413,0.003046509,0.0221253,0.0794488,0.0002940388,0.0002699612,0.00003436943,0.00006947519,0.7900702],"genre_scores_gemma":[0.9780449,0.001005093,0.002000383,0.001852248,0.0001052249,0.0001061589,0.0000151774,0.0000159818,0.01685478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01318949,"threshold_uncertainty_score":0.04412323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980378302","doi":"10.1108/jsocm-02-2019-0017","title":"Toward developing an environmental efficacy construct","year":2019,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Thompson Rivers University; University of Lethbridge","funders":"","keywords":"Construct (python library); Context (archaeology); Focus group; Psychology; Originality; Self-efficacy; Exploratory research; Social psychology; Perception; Applied psychology; Environmental resource management; Marketing; Business; Sociology; Geography; Computer science","authors":[{"name":"Debra Z. Basil","is_ca":true},{"name":"Michael D. Basil","is_ca":true},{"name":"Anne M. Lavack","is_ca":true},{"name":"Sameer Deshpande","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05735602248912903,"gpt":0.3800065384661547,"spread":0.3226505159770257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00892565,0.0006371223,0.0004143481,0.003851765,0.001212661,0.003331578,0.0008611567,0.0009625421,0.003607473],"category_scores_gemma":[0.01781552,0.0003149807,0.001064966,0.001547953,0.00373338,0.00347617,0.002951704,0.001994551,0.0004150035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094469,"about_ca_system_score_gemma":0.002416887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008959852,"about_ca_topic_score_gemma":0.001577295,"domain_scores_codex":[0.9965586,0.001815687,0.0002876096,0.0003412004,0.0007447208,0.0002521484],"domain_scores_gemma":[0.9814976,0.01096601,0.002304088,0.001376806,0.002861324,0.0009942019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006929336,0.001408327,0.4307853,0.000693793,0.0002179521,0.0002893182,0.01620418,0.00260533,0.001581512,0.3628252,0.004043421,0.1792763],"study_design_scores_gemma":[0.0001304762,0.001449829,0.5172831,0.003203798,0.0005213996,0.0008933423,0.05703276,0.02317641,0.003946958,0.2696178,0.1224999,0.0002441496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6308082,0.001102156,0.1884834,0.006203133,0.0003624964,0.001525231,0.0005576211,0.0004542258,0.1705035],"genre_scores_gemma":[0.9455983,0.0003264799,0.0511196,0.0003747864,0.00004726969,0.0006851308,0.0003163929,0.00002640285,0.001505705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00892565,"threshold_uncertainty_score":0.0472039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2581873803","doi":"10.1108/jsocm-04-2016-0018","title":"The career paths of social marketing doctoral graduates","year":2017,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social marketing; Curriculum; Originality; Graduation (instrument); Government (linguistics); Marketing; Public relations; Higher education; Private sector; Sociology; Political science; Business; Pedagogy; Economic growth; Economics; Social science; Engineering; Qualitative research","authors":[{"name":"V. Dao Truong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03040231914340099,"gpt":0.2695241745593573,"spread":0.2391218554159563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003433757,0.0001712997,0.0001939001,0.00175079,0.002231598,0.002146338,0.0004296579,0.0006599214,0.009981968],"category_scores_gemma":[0.01167176,0.0002748194,0.000264296,0.0009180021,0.0008355515,0.001448775,0.002419438,0.001277917,0.001596015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219434,"about_ca_system_score_gemma":0.003424961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679096,"about_ca_topic_score_gemma":0.005101205,"domain_scores_codex":[0.99898,0.0003254688,0.000056889,0.0001050969,0.0001760113,0.0003564568],"domain_scores_gemma":[0.9915064,0.001834362,0.00139458,0.000147446,0.001160867,0.003956401],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002762513,0.0006029746,0.7942546,0.0003600139,0.0000240024,0.0008664639,0.06659598,0.000158784,0.00148862,0.003957539,0.008544266,0.1228706],"study_design_scores_gemma":[0.00004130393,0.00103895,0.6872829,0.0007722123,0.00001498504,0.001950593,0.2481204,0.0003683417,0.0005959443,0.003792168,0.05597425,0.0000479283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893318,0.001328447,0.0002139966,0.003246835,0.00005402871,0.00007368872,0.000301933,0.000006690307,0.005442443],"genre_scores_gemma":[0.9876487,0.001957958,0.0004757134,0.0007806336,0.00004132575,0.0001157953,0.0002884487,0.000006112669,0.008685275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9965662,"threshold_uncertainty_score":0.03339297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771670543","doi":"10.1108/jsocm-10-2016-0061","title":"Using previous social marketing efforts to assess a new program","year":2017,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; Brandon University","funders":"","keywords":"Social marketing; Marketing research; Process (computing); Marketing; Computer science; Management science; Set (abstract data type); Variety (cybernetics); Key (lock); Process management; Conceptual framework; Data science; Business; Sociology; Engineering","authors":[{"name":"William Ashton","is_ca":true},{"name":"Rajesh V. Manchanda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2167623866772536,"gpt":0.3259229899543226,"spread":0.1091606032770689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03130032,0.0006016576,0.000480783,0.004198412,0.003160254,0.00437998,0.001218791,0.0006847885,0.007662465],"category_scores_gemma":[0.05312461,0.0002371229,0.0003988316,0.001777069,0.002545372,0.005171915,0.003008868,0.001135418,0.000479948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007657453,"about_ca_system_score_gemma":0.005786391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008843777,"about_ca_topic_score_gemma":0.02065504,"domain_scores_codex":[0.9796898,0.0123955,0.0006622697,0.001156606,0.005045319,0.001050389],"domain_scores_gemma":[0.9544613,0.02214979,0.006359152,0.002706711,0.01221759,0.002105398],"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":[0.0005043139,0.002629026,0.2711799,0.001235081,0.0002679594,0.0004913745,0.1040669,0.001810995,0.004740802,0.01641867,0.004303269,0.5923517],"study_design_scores_gemma":[0.0001030044,0.005695731,0.5005504,0.002949481,0.0004097336,0.0003828618,0.3448891,0.007514939,0.01393578,0.01030338,0.1130313,0.0002343902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172344,0.0003576605,0.007085296,0.001316721,0.00007804803,0.001418387,0.0001706688,0.00005246267,0.07228631],"genre_scores_gemma":[0.9870849,0.0002669359,0.008013967,0.0001569434,0.00002167725,0.0005235171,0.00009375157,0.0000179193,0.003820351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03130032,"threshold_uncertainty_score":0.1655339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292790951","doi":"10.1108/jsocm-04-2022-0071","title":"The role of user centric measures in the use of non-pharmaceutical interventions (NPIs)","year":2022,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Francis Xavier University; Concordia University; Thompson Rivers University","funders":"","keywords":"Value (mathematics); Context (archaeology); Psychological intervention; Psychology; Normative; Structural equation modeling; Social psychology; Knowledge management; Computer science; Political science","authors":[{"name":"Matti Haverila","is_ca":true},{"name":"Kai Haverila","is_ca":true},{"name":"Caitlin McLaughlin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1487901992444832,"gpt":0.4482425247941237,"spread":0.2994523255496405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03649982,0.0003805781,0.0004587052,0.001753005,0.001140691,0.002869824,0.0006960778,0.0006981981,0.001691381],"category_scores_gemma":[0.09821612,0.0003681385,0.0007890227,0.002031722,0.002518163,0.001576768,0.001744004,0.001332664,0.0001287468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002579926,"about_ca_system_score_gemma":0.003038309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007535913,"about_ca_topic_score_gemma":0.01243393,"domain_scores_codex":[0.9632541,0.0254383,0.002168661,0.001118552,0.007308357,0.0007120327],"domain_scores_gemma":[0.7317643,0.1911849,0.05175693,0.01207935,0.008514704,0.004699757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001620101,0.0004327997,0.9574818,0.0002296502,0.0003206551,0.00003515616,0.004051796,0.0003719133,0.0002748897,0.001329659,0.000165718,0.03514403],"study_design_scores_gemma":[0.000008788595,0.0005010337,0.9944317,0.0001229989,0.00008116158,0.00004527743,0.001821863,0.001252314,0.0003445872,0.0007604394,0.0006067008,0.00002316122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889517,0.0005399031,0.003568716,0.0006805689,0.0000174128,0.0001936971,0.0001457311,0.00002709228,0.005875207],"genre_scores_gemma":[0.9986832,0.00005161412,0.0009956423,0.00008309645,0.000004839257,0.00004983759,0.00003058029,0.000003137565,0.00009810137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03649982,"threshold_uncertainty_score":0.1930318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186352542","doi":"10.1108/jsocm-12-2019-0215","title":"Exploring determinants of brand extension attitude to promote optimal levels of movement among children and youth","year":2021,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Children's Hospital of Eastern Ontario; Queen's University; University of Victoria","funders":"","keywords":"Psychology; Promotion (chess); Perception; Population; Originality; Advertising; Social psychology; Positive attitude; Medicine; Business; Environmental health; Political science","authors":[{"name":"Alexander Lithopoulos","is_ca":true},{"name":"Peter A. Dacin","is_ca":true},{"name":"Mark S. Tremblay","is_ca":true},{"name":"Amy E. Latimer‐Cheung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07412183479845533,"gpt":0.2752021742379553,"spread":0.2010803394395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033329,0.0001971188,0.0001809558,0.0005423806,0.0007043295,0.001193597,0.0003093283,0.0004165457,0.003031413],"category_scores_gemma":[0.004488165,0.0001827243,0.0004075526,0.0004789456,0.0005280547,0.0004124763,0.0005372846,0.0008456748,0.0001519868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695505,"about_ca_system_score_gemma":0.002348241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05481167,"about_ca_topic_score_gemma":0.1066953,"domain_scores_codex":[0.9993219,0.0001253951,0.00004178952,0.0000748755,0.0002772637,0.000158731],"domain_scores_gemma":[0.9972405,0.0004379077,0.001249359,0.00009480298,0.0004169244,0.0005605525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004228572,0.0001998672,0.985355,0.00007508512,0.0000246764,0.00004684076,0.004423491,0.00003964167,0.0002844714,0.0001403483,0.0002154059,0.00915294],"study_design_scores_gemma":[0.000002120178,0.00006207685,0.9960636,0.00004391074,0.00001292145,0.00002260417,0.003189954,0.00006103499,0.00005899708,0.00003434692,0.0004447777,0.000003506531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981838,0.0001327415,0.00006902679,0.0001271365,0.000008322405,0.00002762097,0.00006335161,0.000002154416,0.001385913],"genre_scores_gemma":[0.998933,0.0001714851,0.0003545443,0.00004580095,0.000006020257,0.00002501422,0.00005396867,0.000001568354,0.0004084063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05481167,"threshold_uncertainty_score":0.1089852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417453887","doi":"10.1108/jsocm-11-2024-0262","title":"Scottish reusable coffee cups: a multi-intervention CBSM benchmark analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Social Marketing","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"British Science Association","keywords":"Benchmark (surveying); Scope (computer science); Psychological intervention; Key (lock); Set (abstract data type); Intervention (counseling)","authors":[{"name":"Victoria K. Wells","is_ca":true},{"name":"Marylyn Carrigan","is_ca":false},{"name":"Kerry Mackay","is_ca":false},{"name":"Emma Glencross","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01405556417846751,"gpt":0.2894176184173998,"spread":0.2753620542389323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04402782,0.001468063,0.002232903,0.002541628,0.002124183,0.002185355,0.002577726,0.002078077,0.007248816],"category_scores_gemma":[0.07510003,0.000557229,0.00449387,0.00243126,0.002347661,0.001977368,0.0027894,0.001998936,0.0007317743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008003585,"about_ca_system_score_gemma":0.0102662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02369494,"about_ca_topic_score_gemma":0.02477341,"domain_scores_codex":[0.9564047,0.03010174,0.002835794,0.001828335,0.007007162,0.001822091],"domain_scores_gemma":[0.9530323,0.02275928,0.0060994,0.006077092,0.01064869,0.001383261],"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":[0.1497869,0.06605738,0.04137543,0.02649564,0.0142809,0.0006250434,0.007987348,0.01762596,0.006927893,0.02140858,0.02128011,0.6261488],"study_design_scores_gemma":[0.06652769,0.5315972,0.2277119,0.008963506,0.02248728,0.0002788201,0.01032673,0.01865328,0.01767989,0.02334224,0.07165039,0.0007810153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102674,0.002813464,0.02132086,0.002168608,0.0006682646,0.04007143,0.004446538,0.0006240568,0.01761949],"genre_scores_gemma":[0.9391513,0.0005604148,0.02681102,0.001110752,0.0001146851,0.02900945,0.001325362,0.00006405187,0.00185296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04402782,"threshold_uncertainty_score":0.2328442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}