{"meta":{"query_hash":"360e5d35382c","filters":{"venue":"Papers on Social Representations"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/360e5d35382c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Papers+on+Social+Representations"},"results":[{"id":"W2490337713","doi":"","title":"Integration and Multiculturalism: Ways towards social Solidarity","year":2011,"lang":"en","type":"article","venue":"Papers on Social Representations","topic":"Cultural Differences and Values","field":"Psychology","cited_by":202,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Solidarity; Multiculturalism; Plural; Sociology; Meaning (existential); Epistemology; Linguistics; Gender studies; Social psychology; Political science; Psychology; Law; Philosophy; Pedagogy","score_opus":0.28373149693373767,"score_gpt":0.42705018967505515,"score_spread":0.14331869274131748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490337713","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21513583,0.007433721,0.07115066,0.08121961,0.0011753943,0.00011617852,0.000030205583,0.00014531238,0.6235931],"genre_scores_gemma":[0.9884596,0.0007402121,0.0047582695,0.0012127437,0.00020477193,0.000057828744,0.000010801137,0.000036863818,0.0045189736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98038256,0.014170287,0.0004015623,0.0011334381,0.0024244862,0.0014876763],"domain_scores_gemma":[0.99295443,0.0027403054,0.00095316465,0.0013604155,0.00060619897,0.0013856355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012589749,0.0007246938,0.00074067886,0.0026817713,0.013933235,0.021683795,0.0018627545,0.0036451574,0.004949444],"category_scores_gemma":[0.009519149,0.0005239477,0.0007507363,0.0025307923,0.07834518,0.017295457,0.029096074,0.00782656,0.00048568193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001520609,0.000030103552,0.0006968738,0.000045382414,0.000015557165,0.00015101093,0.16539897,0.0000939476,0.00021449313,0.8222344,0.00091276626,0.010191227],"study_design_scores_gemma":[0.000019489868,0.00003802221,0.00068505254,0.00014966841,0.000010423572,0.00019239626,0.0700507,0.00021245205,0.00021423925,0.8789496,0.049454574,0.00002338095],"about_ca_topic_score_codex":0.0020025098,"about_ca_topic_score_gemma":0.0022262079,"teacher_disagreement_score":0.021683795,"about_ca_system_score_codex":0.0037987607,"about_ca_system_score_gemma":0.004292459,"threshold_uncertainty_score":0.066581786},"labels":[],"label_agreement":null},{"id":"W2552331532","doi":"","title":"Potential Contribution of the Social Representations Theory to HIV Prevention in Uganda: Theoretical and Empirical Issues","year":2015,"lang":"en","type":"article","venue":"Papers on Social Representations","topic":"Social Representations and Identity","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Condom; Social psychology; Poverty; Empirical research; Abstinence; Social cognitive theory; Empirical evidence; Cognition; Human immunodeficiency virus (HIV); Developmental psychology; Sociology; Political science; Medicine; Epistemology","score_opus":0.04248825388902344,"score_gpt":0.4432919928436912,"score_spread":0.40080373895466775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552331532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57229877,0.05540314,0.036155827,0.10575611,0.00072840875,0.00027451714,0.00014246449,0.00003676058,0.2292039],"genre_scores_gemma":[0.9898773,0.0051370906,0.0025408585,0.00087871554,0.00009946275,0.00010555421,0.000014906732,0.0000050873196,0.0013410304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9920142,0.006594599,0.0001282276,0.00032180635,0.0005057566,0.00043538943],"domain_scores_gemma":[0.97542816,0.020565711,0.0018820802,0.0006634485,0.0008940029,0.00056662556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010609745,0.00064304454,0.00074043963,0.0036765728,0.0032227247,0.0073460806,0.0017757136,0.0020313466,0.0057887505],"category_scores_gemma":[0.022706725,0.0005631523,0.00051096245,0.0034483303,0.01958633,0.00994819,0.007570019,0.0025975408,0.0002292329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004233985,0.00018087302,0.014403451,0.0007308031,0.000054177723,0.000534937,0.076525696,0.0009194538,0.00006987955,0.8425403,0.001235113,0.06276294],"study_design_scores_gemma":[0.000031006577,0.0001084604,0.018270608,0.002628556,0.00005430315,0.0005944101,0.109412365,0.004566125,0.00014956306,0.8362777,0.027855698,0.000051250176],"about_ca_topic_score_codex":0.004126754,"about_ca_topic_score_gemma":0.00317334,"teacher_disagreement_score":0.010609745,"about_ca_system_score_codex":0.003871373,"about_ca_system_score_gemma":0.003383862,"threshold_uncertainty_score":0.056110382},"labels":[],"label_agreement":null},{"id":"W2903565856","doi":"","title":"Text Mining Methods for Social Representation Analysis in Large Corpora","year":2011,"lang":"en","type":"article","venue":"Papers on Social Representations","topic":"Social Media and Politics","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Data science; Representation (politics); Software; Digitization; Sentiment analysis; Information retrieval; Natural language processing","score_opus":0.2188205082425999,"score_gpt":0.5047090357421659,"score_spread":0.28588852749956595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903565856","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00069218344,0.00048026096,0.99510175,0.00040363695,0.000070181864,0.00026746612,0.00044673766,0.0014835576,0.0010542355],"genre_scores_gemma":[0.013416866,0.0006288842,0.98152417,0.00013683694,0.00016523372,0.00105287,0.0015780786,0.00040073053,0.0010963766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98603255,0.0070065986,0.001630768,0.0016814944,0.0034592485,0.0001893627],"domain_scores_gemma":[0.9713581,0.021066992,0.0015642678,0.00348397,0.0023312368,0.00019543029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013010721,0.0018427961,0.0014251528,0.011960771,0.0020165911,0.00536293,0.0035802447,0.0015355151,0.004882713],"category_scores_gemma":[0.047134314,0.0010653625,0.0026651425,0.014819962,0.0026533485,0.0070080054,0.0036461446,0.00361,0.004742676],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010802669,0.00019276855,0.002008169,0.0013590393,0.00042176704,0.0003444372,0.0017786588,0.017969334,0.004711197,0.21776485,0.02551404,0.7278276],"study_design_scores_gemma":[0.000102320126,0.000063958345,0.0017026867,0.00035989183,0.000121427525,0.00048189124,0.0006848167,0.32280287,0.006489492,0.5678471,0.09922146,0.00012206961],"about_ca_topic_score_codex":0.00155464,"about_ca_topic_score_gemma":0.0020843202,"teacher_disagreement_score":0.013010721,"about_ca_system_score_codex":0.0013933822,"about_ca_system_score_gemma":0.0023772132,"threshold_uncertainty_score":0.06880814},"labels":[],"label_agreement":null},{"id":"W2909608845","doi":"","title":"Rethinking Western Muslim Identity with Social Representations","year":2018,"lang":"en","type":"article","venue":"Papers on Social Representations","topic":"Community Health and Development","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Identity (music); Social identity approach; Construct (python library); Social identity theory; Epistemology; Religious identity; Sociology; Identity formation; Depiction; Social group; Social psychology; Consciousness; Politics; Gender studies; Psychology; Political science; Self-concept; Aesthetics; Law; Computer science","score_opus":0.1848099624161541,"score_gpt":0.5119241200348326,"score_spread":0.32711415761867846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909608845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5900821,0.003135241,0.05172306,0.059524998,0.0009834344,0.000060787042,0.00005272453,0.00006176403,0.29437584],"genre_scores_gemma":[0.99376845,0.00050706475,0.0023890447,0.0007417701,0.00012702322,0.000017253564,0.000009352943,0.000015226186,0.0024248934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9965765,0.002654343,0.000067525994,0.00013507872,0.00033776465,0.00022888194],"domain_scores_gemma":[0.99635726,0.00223342,0.00047294947,0.00054231135,0.00022291017,0.00017106018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006066417,0.00038963172,0.00027024897,0.0014656228,0.0031518645,0.0074708015,0.0010293484,0.0017037472,0.0026550146],"category_scores_gemma":[0.0060641835,0.00018101394,0.0002767557,0.001183949,0.03274345,0.010071253,0.009232332,0.0029374855,0.00028720874],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002683412,0.000021867434,0.0020865595,0.00006442465,0.000006577119,0.00019582643,0.24983034,0.00016217127,0.00041609982,0.7303153,0.0007105735,0.016163478],"study_design_scores_gemma":[0.00001680087,0.00008610387,0.006025443,0.00045133283,0.000029177289,0.0005175652,0.34474418,0.0020847456,0.0009871195,0.5478512,0.097168736,0.000037610225],"about_ca_topic_score_codex":0.0034947016,"about_ca_topic_score_gemma":0.003868018,"teacher_disagreement_score":0.0074708015,"about_ca_system_score_codex":0.0019792845,"about_ca_system_score_gemma":0.0016268463,"threshold_uncertainty_score":0.032082617},"labels":[],"label_agreement":null},{"id":"W3026671906","doi":"","title":"“The Possible And The Actual” Endeavour(s) Through Dynamic And Semiotic Model Of Meaning","year":2013,"lang":"en","type":"article","venue":"Papers on Social Representations","topic":"Social Representations and Identity","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Meaning (existential); Semiotics; Epistemology; Field (mathematics); Process (computing); Sociology; Computer science; Philosophy; Mathematics","score_opus":0.041262265283588194,"score_gpt":0.3689103923249132,"score_spread":0.327648127041325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026671906","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049656212,0.0066853617,0.4708329,0.115429804,0.0014109643,0.00018983215,0.0003166125,0.00021542147,0.35526294],"genre_scores_gemma":[0.9257809,0.0023045319,0.059603028,0.0025568816,0.00046194356,0.0002372045,0.00013867534,0.00011152253,0.008805345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98856354,0.007898094,0.000334434,0.0011843143,0.0015392622,0.0004802622],"domain_scores_gemma":[0.98956645,0.0063476968,0.0006665176,0.002359569,0.00064162276,0.00041822685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012234318,0.00078070624,0.0009830976,0.0031105103,0.0038663377,0.016223878,0.002607914,0.0036268358,0.0051133535],"category_scores_gemma":[0.012645424,0.00047234222,0.0014599396,0.0029933525,0.061487272,0.03629551,0.0072481153,0.0061388426,0.00073943345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051205798,0.0000046164027,0.00009057707,0.000023190218,0.0000037294637,0.000011992275,0.0031206282,0.000060265742,0.000035525638,0.9947758,0.00038295897,0.0014855305],"study_design_scores_gemma":[0.0000058909386,0.00000811847,0.00010956967,0.000046868783,0.0000047265194,0.000049320934,0.0035844585,0.0005296347,0.00009018157,0.9836125,0.011950981,0.000007740806],"about_ca_topic_score_codex":0.001722796,"about_ca_topic_score_gemma":0.0016636171,"teacher_disagreement_score":0.016223878,"about_ca_system_score_codex":0.0048271553,"about_ca_system_score_gemma":0.0039790124,"threshold_uncertainty_score":0.064702034},"labels":[],"label_agreement":null}]}