{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"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":"d95011e36a98","filters":{"venue":"Journal of Science Communication"}},"results":[{"id":"W2891979380","doi":"10.22323/2.17030208","title":"Digging deeper? Muddling through? How environmental activists make sense and use of science —an exploratory study","year":2018,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Relevance (law); Context (archaeology); Citizen science; Science communication; Sociology; Public relations; Situational ethics; Work (physics); Field (mathematics); Engineering ethics; Political science; Psychology; Engineering; Science education; Social psychology; Geography","authors":[{"name":"Birte Faehnrich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4454020205540797,"gpt":0.4531769124514657,"spread":0.00777489189738606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006630681,0.0004271307,0.0005828259,0.002272554,0.01176415,0.007929039,0.001486983,0.002370656,0.002322062],"category_scores_gemma":[0.0128742,0.000634108,0.0002966181,0.001548902,0.01260528,0.005063829,0.006064842,0.003053759,0.0003612457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002884752,"about_ca_system_score_gemma":0.003355562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02917953,"about_ca_topic_score_gemma":0.05387721,"domain_scores_codex":[0.9927811,0.004551498,0.0001363688,0.0005453062,0.0006990144,0.001286791],"domain_scores_gemma":[0.989833,0.007854814,0.0008776817,0.0003136438,0.0004944223,0.000626412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001781687,0.00004566049,0.003122338,0.0000258606,0.000002925321,0.0001900214,0.9919862,0.00001169179,0.0006580278,0.001034806,0.0001671053,0.00273755],"study_design_scores_gemma":[0.000002982725,0.00002775915,0.002634785,0.0000382432,0.000003257934,0.00007683238,0.9897063,0.00005038214,0.0002074134,0.0003415101,0.00690259,0.000007956211],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891146,0.0001564561,0.0006680589,0.0008875167,0.00001566568,0.00008415891,0.00002959981,0.000008942166,0.009034942],"genre_scores_gemma":[0.9960749,0.0002471005,0.0006237067,0.0003364387,0.00001366154,0.00009514487,0.00002541862,0.00001574504,0.002567849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9882358,"threshold_uncertainty_score":0.05801934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317213546","doi":"10.22323/2.22010204","title":"`Pandem-icons' — exploring the characteristics of highly visible scientists during the Covid-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Göteborgs Universitet; Chalmers Tekniska Högskola","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Credibility; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Phenomenon; Public relations; Medicine; Virology; Law; Epistemology","authors":[{"name":"Marina Joubert","is_ca":true},{"name":"Lars Guenther","is_ca":true},{"name":"Jenni Metcalfe","is_ca":true},{"name":"Michelle Riedlinger","is_ca":true},{"name":"Anwesha Chakraborty","is_ca":true},{"name":"Toss Gascoigne","is_ca":true},{"name":"Bernard Schiele","is_ca":true},{"name":"Ayelet Baram‐Tsabari","is_ca":true},{"name":"Dmitry Malkov","is_ca":true},{"name":"Eliana Fattorini","is_ca":true},{"name":"Gemma Revuelta","is_ca":true},{"name":"Germana Barata","is_ca":true},{"name":"Jan Riise","is_ca":true},{"name":"Justin T. Schröder","is_ca":true},{"name":"Maja Horst","is_ca":true},{"name":"Margaret Kaseje","is_ca":true},{"name":"Marnell Kirsten","is_ca":true},{"name":"Martín W. Bauer","is_ca":true},{"name":"Massimiano Bucchi","is_ca":true},{"name":"Natália Martins Flores","is_ca":true},{"name":"Orli Wolfson","is_ca":true},{"name":"Tingjie Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5992953918133371,"gpt":0.4865735848810375,"spread":0.1127218069322997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004575856,0.000125421,0.0002361653,0.002072672,0.002665889,0.00314361,0.0004041188,0.001126677,0.002307151],"category_scores_gemma":[0.0260551,0.0002158914,0.0001980758,0.001654801,0.002840071,0.002828902,0.003730281,0.001467246,0.0002438965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100714,"about_ca_system_score_gemma":0.001245197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004826847,"about_ca_topic_score_gemma":0.006712493,"domain_scores_codex":[0.9975117,0.00134257,0.0001650791,0.0002212831,0.0003066147,0.0004528404],"domain_scores_gemma":[0.9758433,0.01070694,0.008165995,0.001070087,0.002050631,0.002163101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002511242,0.00005993221,0.4305569,0.0001510829,0.00004824937,0.0006377083,0.5453489,0.0000960273,0.0022563,0.001817531,0.00248901,0.01628719],"study_design_scores_gemma":[0.000008735857,0.00009761046,0.4557151,0.0001278124,0.00001571249,0.0004650401,0.5298423,0.0001594427,0.0003374664,0.0006535063,0.01252872,0.00004863005],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995752,0.0001019606,0.0001632319,0.0005879905,0.00002282177,0.00001251255,0.00006002297,0.000004194319,0.003295276],"genre_scores_gemma":[0.9992091,0.00009606055,0.0001079662,0.0001881441,0.0000179958,0.00001109737,0.0000599596,0.000004603059,0.0003050947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9973341,"threshold_uncertainty_score":0.02419966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113078843","doi":"10.22323/2.19070208","title":"Spikey blobs with evil grins: understanding portrayals of the coronavirus in South African newspaper cartoons in relation to the public communication of science","year":2020,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Newspaper; Rhetorical question; Context (archaeology); Pandemic; Population; Meaning (existential); Media studies; History; Quarter (Canadian coin); Coronavirus; Sociology; Coronavirus disease 2019 (COVID-19); Psychology; Literature; Art; Demography; Medicine","authors":[{"name":"Marina Joubert","is_ca":false},{"name":"Herman Wasserman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2021233297016818,"gpt":0.3781421242839296,"spread":0.1760187945822478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002696472,0.00046676,0.0001833012,0.00270997,0.003084764,0.005153798,0.0003013892,0.0009988433,0.003458628],"category_scores_gemma":[0.01123879,0.0002294378,0.0001793634,0.001764715,0.004880127,0.004912976,0.002295802,0.001314021,0.0003277777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176856,"about_ca_system_score_gemma":0.0007349058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006077559,"about_ca_topic_score_gemma":0.00963211,"domain_scores_codex":[0.9984635,0.001084769,0.00003971514,0.00007686604,0.0001816757,0.0001535383],"domain_scores_gemma":[0.9902159,0.006920333,0.001931281,0.0001949351,0.0004910495,0.0002464852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009094532,0.00001347021,0.01174576,0.000217675,0.00001049811,0.0009138555,0.9683962,0.00004789991,0.002229737,0.005066339,0.00138694,0.009880654],"study_design_scores_gemma":[0.000005605891,0.00004266977,0.03235578,0.0004003506,0.00002255095,0.0006630542,0.9184232,0.0003420889,0.0006451067,0.001840438,0.04523407,0.00002506226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647486,0.001817194,0.001251958,0.00464466,0.0001779141,0.00002580559,0.0001100368,0.00001096314,0.02721284],"genre_scores_gemma":[0.9964404,0.001014174,0.0004148943,0.0004749094,0.0001049054,0.00001502709,0.00003632967,0.00001339803,0.001486001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9969152,"threshold_uncertainty_score":0.01426047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2669641018","doi":"10.22323/2.11040202","title":"Synthetic biology in the Science Café: what have we learned about public engagement?","year":2012,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Genome Alberta; Genome Canada","keywords":"Public engagement; Science communication; Citizen science; Synthetic biology; Engineering ethics; Public relations; Nanotechnology; Political science; Sociology; Science education; Engineering; Physics; Biology; Bioinformatics; Pedagogy","authors":[{"name":"Erin L. Navid","is_ca":false},{"name":"Edna Einsiedel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.190604010344784,"gpt":0.4327720879800641,"spread":0.24216807763528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.05029343,0.000703852,0.00114117,0.002304156,0.01259006,0.01874404,0.002477004,0.005954286,0.01342843],"category_scores_gemma":[0.09784568,0.0004162365,0.00100956,0.003144508,0.01101458,0.0268756,0.009832914,0.007593743,0.001489418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01319336,"about_ca_system_score_gemma":0.02765139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0419433,"about_ca_topic_score_gemma":0.04262925,"domain_scores_codex":[0.9710929,0.01978933,0.0006735582,0.001573047,0.002815623,0.004055662],"domain_scores_gemma":[0.854135,0.1024424,0.007062066,0.005056607,0.01671532,0.01458851],"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":[0.000599099,0.00105701,0.0457444,0.005159176,0.0001430067,0.001009882,0.3765789,0.0004187514,0.0006271395,0.04886447,0.04512966,0.4746685],"study_design_scores_gemma":[0.0001218929,0.0006168681,0.0365121,0.008784285,0.0001342749,0.0004771317,0.5515112,0.0009148972,0.001015945,0.03190325,0.367831,0.0001772567],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2342096,0.03769816,0.00569832,0.6664159,0.002559372,0.0002867059,0.0003431179,0.0002408143,0.05254802],"genre_scores_gemma":[0.9453763,0.01785615,0.002814739,0.02799113,0.0009362393,0.0004311556,0.0002398018,0.00009423929,0.004260185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9874099,"threshold_uncertainty_score":0.2659802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550241363","doi":"10.22323/2.15020203","title":"Media portrayal of non-invasive prenatal testing: a missing ethical dimension","year":2016,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Genome Alberta; University of Alberta; Genome Canada","keywords":"Dimension (graph theory); Mass media; News media; Media coverage; Ethical issues; Psychology; Political science; Sociology; Media studies; Engineering ethics; Engineering; Law","authors":[{"name":"Kalina Kamenova","is_ca":false},{"name":"Vardit Ravitsky","is_ca":false},{"name":"Spencer McMullin","is_ca":false},{"name":"Timothy Caulfield","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04960334417400399,"gpt":0.3295505416968444,"spread":0.2799471975228405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007198799,0.0003377989,0.0003098663,0.003310814,0.002442327,0.005647076,0.0004577261,0.0009981528,0.002274415],"category_scores_gemma":[0.03751698,0.000329587,0.000210558,0.002655085,0.004148905,0.005903515,0.002563775,0.001476235,0.0003176953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022772,"about_ca_system_score_gemma":0.001192503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005364713,"about_ca_topic_score_gemma":0.006060279,"domain_scores_codex":[0.9925485,0.004600599,0.0005920868,0.0002811487,0.00152123,0.0004564651],"domain_scores_gemma":[0.9232377,0.05958926,0.01078028,0.001133132,0.004472661,0.000787001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002533908,0.00005730657,0.08704831,0.001098123,0.00005841516,0.001459094,0.8606913,0.00007940735,0.002560756,0.007779112,0.00303398,0.03588086],"study_design_scores_gemma":[0.00001325896,0.0001017824,0.1185567,0.001923474,0.0001105245,0.001145129,0.8288789,0.0004628373,0.002040956,0.001577452,0.04512071,0.00006823368],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793676,0.001415369,0.0007986647,0.00559573,0.0001262835,0.00003847868,0.0003634139,0.000008655139,0.01228572],"genre_scores_gemma":[0.9960684,0.001599452,0.0004186383,0.000865553,0.0001956591,0.00003935086,0.0001578258,0.00002062281,0.0006344798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007198799,"threshold_uncertainty_score":0.03807133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136749786","doi":"10.22323/2.20020205","title":"Science communication for social inclusion: exploring science & art approaches","year":2021,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"Fundação para a Ciência e a Tecnologia; Fundação Champalimaud","keywords":"Inclusion (mineral); Citizen journalism; Community engagement; Plan (archaeology); Public relations; Sociology; Participatory action research; Social exclusion; Social engagement; Psychology; Political science; Social science; Geography","authors":[{"name":"Ana Matias","is_ca":true},{"name":"Andreia Dias","is_ca":true},{"name":"Cláudia Gonçalves","is_ca":true},{"name":"Paulo Nuno Vicente","is_ca":true},{"name":"Ana Lúcia Mena","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2897788961395961,"gpt":0.3800526897630794,"spread":0.09027379362348326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01373655,0.000868746,0.0006105481,0.005109776,0.01761237,0.022321,0.002154239,0.004240753,0.006210594],"category_scores_gemma":[0.01145624,0.0003885786,0.0008781595,0.002845011,0.03161842,0.01262273,0.0248868,0.002852514,0.0006014904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005340742,"about_ca_system_score_gemma":0.006986979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981494,"about_ca_topic_score_gemma":0.003339079,"domain_scores_codex":[0.9754955,0.020032,0.000319307,0.0007884903,0.001987978,0.001376702],"domain_scores_gemma":[0.9827251,0.01320444,0.0009992155,0.0009649677,0.0008529016,0.00125347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007080304,0.0003282081,0.004788837,0.001058321,0.00004924574,0.00101484,0.6847627,0.0003838275,0.001586137,0.2223097,0.001525984,0.08212146],"study_design_scores_gemma":[0.00004587066,0.0002735357,0.005015921,0.001821926,0.00007499697,0.001022852,0.6696445,0.001475141,0.00171735,0.1681934,0.1506649,0.00004964647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4472258,0.01049366,0.06928453,0.04383292,0.0006389774,0.0007828841,0.00007627151,0.0001570896,0.427508],"genre_scores_gemma":[0.9792364,0.002098393,0.01057834,0.000826253,0.0001197059,0.0004407849,0.00001926578,0.00004411802,0.006636841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.977679,"threshold_uncertainty_score":0.07264668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385423981","doi":"10.22323/2.22040204","title":"Besieged from all sides: impediments to science journalism in a developing country and their global implications","year":2023,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Bộ Giáo dục và Ðào tạo; International Development Research Centre","keywords":"Journalism; Battle; Status quo; Political science; Vietnamese; Normative; Context (archaeology); Public relations; Politics; Media studies; Sociology; Law; History","authors":[{"name":"Minh Tran","is_ca":false},{"name":"An Nguyen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1443527324088257,"gpt":0.4685787653243745,"spread":0.3242260329155487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0122208,0.0001453245,0.0002297099,0.001115353,0.008086353,0.009515836,0.0006361809,0.00106513,0.003578896],"category_scores_gemma":[0.0308542,0.0003296901,0.0001266275,0.002070043,0.008751562,0.003327075,0.00361158,0.00251365,0.0002412654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004538246,"about_ca_system_score_gemma":0.00997859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02171351,"about_ca_topic_score_gemma":0.03141483,"domain_scores_codex":[0.9888971,0.007001451,0.0005580611,0.000427077,0.001233333,0.001882856],"domain_scores_gemma":[0.937143,0.03739333,0.01072702,0.001515468,0.004172884,0.009048233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001716769,0.0001296459,0.1908172,0.0004767793,0.00004173157,0.004910564,0.7225329,0.0002277531,0.001412231,0.04503464,0.005555225,0.02868967],"study_design_scores_gemma":[0.00001593251,0.00006340027,0.05960117,0.000221102,0.00001299434,0.0006794521,0.8972042,0.0002136585,0.0004473319,0.005023865,0.03648514,0.00003176219],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507345,0.0005293261,0.0003122634,0.02024459,0.00008229286,0.00004057925,0.00004842931,0.00000865072,0.0279994],"genre_scores_gemma":[0.9978655,0.000236351,0.0001117926,0.00072714,0.00001897102,0.00001289748,0.000009038285,0.000005576643,0.001012738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9904842,"threshold_uncertainty_score":0.06463057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385637241","doi":"10.22323/2.22040205","title":"``It's my job'': a qualitative study of the mediatization of science within the scientist-journalist relationship","year":2023,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Outreach; Public relations; Sociology; Science communication; Point (geometry); Humanism; Qualitative research; Media studies; Political science; Social science; Pedagogy; Science education","authors":[{"name":"Laura L. Moorhead","is_ca":false},{"name":"Alice Fleerackers","is_ca":false},{"name":"Lauren A. Maggio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5269363333444109,"gpt":0.5474542689623372,"spread":0.02051793561792625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02656089,0.0005897749,0.0008388478,0.002522845,0.01770195,0.007104513,0.001937141,0.002664007,0.003794084],"category_scores_gemma":[0.04016878,0.0009299261,0.0003719325,0.00230254,0.01768657,0.007236079,0.006331603,0.004748728,0.0005045889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005692616,"about_ca_system_score_gemma":0.007136779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009360262,"about_ca_topic_score_gemma":0.01515684,"domain_scores_codex":[0.9735874,0.02223702,0.0004014694,0.0007423038,0.001156983,0.001874879],"domain_scores_gemma":[0.9291447,0.06331123,0.002749358,0.0006826224,0.001993642,0.002118511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002221185,0.00002369952,0.0009310871,0.00004171699,0.000001411623,0.0002374005,0.9963439,0.00001110075,0.0004579129,0.0007645147,0.0001734863,0.0009915568],"study_design_scores_gemma":[0.000003585075,0.00002483557,0.0005571191,0.00006122558,0.000001472403,0.00006932729,0.9954211,0.00002793185,0.000200992,0.0002132748,0.003413709,0.000005423053],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782225,0.0006473345,0.004113364,0.005345038,0.0001439568,0.0002291841,0.0001560146,0.00002229968,0.01112045],"genre_scores_gemma":[0.993148,0.0006292255,0.001033106,0.001250273,0.00003577382,0.0003023802,0.00004911508,0.00003288198,0.003519232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9822981,"threshold_uncertainty_score":0.1404691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2734910865","doi":"10.22323/2.08020307","title":"The theatre, (art) and science: between amazement and applause!","year":2009,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociology; Drama; Museology; Virtuality (gaming); Interpreter; Realm; Interpretation (philosophy); Epistemology; Media studies; Aesthetics; Visual arts; Art; Computer science; Political science; Philosophy; Linguistics; Law","authors":[{"name":"Salvatore Fruguglietti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03624234464051674,"gpt":0.2802546779567158,"spread":0.2440123333161991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004037428,0.000705794,0.0005276874,0.001284816,0.01108166,0.02043687,0.000830682,0.00330485,0.01744521],"category_scores_gemma":[0.00651451,0.0003745595,0.0004450947,0.001315452,0.02914433,0.01764475,0.01034235,0.005824613,0.003457648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003416435,"about_ca_system_score_gemma":0.003084123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00770931,"about_ca_topic_score_gemma":0.01225262,"domain_scores_codex":[0.9958234,0.002553608,0.00009816193,0.0002426748,0.0007580582,0.000524041],"domain_scores_gemma":[0.996409,0.001734867,0.0002270245,0.0005497051,0.000378718,0.0007007587],"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":[0.0001513891,0.00003789798,0.001113212,0.0004705745,0.00002290952,0.0002807357,0.09197126,0.0001268176,0.0005714868,0.651854,0.1446004,0.1087993],"study_design_scores_gemma":[0.00001424678,0.00004786079,0.001026367,0.0005886691,0.00001299054,0.0005163919,0.04170529,0.00009047361,0.0002214775,0.09275719,0.8629819,0.00003703227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02464641,0.1546704,0.008416515,0.2224734,0.01270537,0.00004022402,0.000111707,0.0003752376,0.5765608],"genre_scores_gemma":[0.7177364,0.04109082,0.006619293,0.02267071,0.008696168,0.00009782069,0.0001057558,0.0004057174,0.2025773],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9889184,"threshold_uncertainty_score":0.05836004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338204681","doi":"10.22323/2.12010202","title":"Newspaper portrayals of spinal manipulation therapy: Canada, United States, and the United Kingdom","year":2013,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Newspaper; Framing (construction); Popularity; Spinal manipulation; Psychology; Medicine; Advertising; Political science; Alternative medicine; Social psychology; Chiropractic; Business; History","authors":[{"name":"Christen Rachul","is_ca":false},{"name":"Heather Boon","is_ca":false},{"name":"Timothy Caulfield","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03211741687856518,"gpt":0.3063426772944702,"spread":0.2742252604159051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336283,0.0003492381,0.0002931221,0.003215838,0.004362011,0.005051884,0.0003841816,0.0007979859,0.005900215],"category_scores_gemma":[0.0112534,0.0002293168,0.0001548293,0.006167349,0.002138739,0.001105169,0.001145036,0.001091075,0.0004042731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01829292,"about_ca_system_score_gemma":0.009292016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8714818,"about_ca_topic_score_gemma":0.9113176,"domain_scores_codex":[0.9975491,0.000488932,0.0001155836,0.0001403968,0.001306136,0.000399731],"domain_scores_gemma":[0.9800049,0.007824054,0.004322069,0.0002217355,0.005717307,0.001909839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00141725,0.0002691593,0.3997966,0.002015809,0.0002175062,0.004236908,0.3880708,0.0007303151,0.003485835,0.007319614,0.09346372,0.09897638],"study_design_scores_gemma":[0.00005599167,0.0001431926,0.6135747,0.001235175,0.0001512799,0.0007699652,0.251856,0.0007816748,0.001342779,0.0002827335,0.1296224,0.0001841682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311218,0.00454538,0.0001037306,0.009470939,0.0002806185,0.00004663653,0.00280902,0.0000268173,0.05159509],"genre_scores_gemma":[0.9906451,0.003330227,0.0000947417,0.001160464,0.0001231716,0.0000132139,0.0004838796,0.00002127151,0.004127947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285182,"threshold_uncertainty_score":0.2585502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393158656","doi":"10.22323/2.23020803","title":"Teaching to bridge research and practice: perspectives from science communication educators across the world","year":2024,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universidad Veracruzana; University of the West of England; Technische Universität Dortmund; University of Bristol","keywords":"Bridge (graph theory); Engineering ethics; Sociology; Pedagogy; Mathematics education; Psychology; Engineering; Medicine","authors":[{"name":"Siddharth Kankaria","is_ca":false},{"name":"Alice Fleerackers","is_ca":false},{"name":"Edith Escalón","is_ca":false},{"name":"Erik Stengler","is_ca":false},{"name":"Clare Wilkinson","is_ca":false},{"name":"Tobias Kreutzer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5683002512154804,"gpt":0.6365189141715797,"spread":0.06821866295609924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02998242,0.0007211755,0.001040847,0.003859979,0.02806515,0.02688581,0.002680639,0.006736733,0.002079429],"category_scores_gemma":[0.04021695,0.001036148,0.000569843,0.003406926,0.02415882,0.01633258,0.01859147,0.01264516,0.0003353954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006000188,"about_ca_system_score_gemma":0.01088774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016381,"about_ca_topic_score_gemma":0.01985586,"domain_scores_codex":[0.9744619,0.01827683,0.0005844042,0.001163637,0.002064076,0.003449287],"domain_scores_gemma":[0.9435589,0.04288655,0.002312582,0.00143263,0.003942046,0.005867384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000903105,0.00005623446,0.001687218,0.00006348949,0.000005336161,0.0005648038,0.9851075,0.00002655221,0.0001729024,0.003887199,0.0006512376,0.007768483],"study_design_scores_gemma":[0.000004953116,0.00003270329,0.000497215,0.0001767131,0.000005598236,0.0003223365,0.9807057,0.00005384611,0.0001385455,0.001121456,0.01692952,0.00001147572],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87362,0.006901756,0.006781241,0.07314111,0.0007293539,0.0001320535,0.00004379893,0.0000624211,0.03858836],"genre_scores_gemma":[0.977797,0.004393027,0.003127885,0.0099833,0.0001515036,0.0001087749,0.00002719035,0.00006642329,0.004344759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9731142,"threshold_uncertainty_score":0.1585641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2730382380","doi":"10.22323/2.07040701","title":"How-to establish PCST. Two handbooks on science communication","year":2008,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Discipline; Field (mathematics); China; Sociology; Science communication; Point (geometry); Media studies; Engineering ethics; Social science; Library science; Epistemology; History; Engineering; Computer science; Science education; Pedagogy; Archaeology","authors":[{"name":"Alessandro Delfanti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4797274534539139,"gpt":0.4779213545407001,"spread":0.001806098913213761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008762887,0.0008791676,0.0007816271,0.004261076,0.005728704,0.01343289,0.001806209,0.005694753,0.03522768],"category_scores_gemma":[0.02645732,0.0005633619,0.0007692504,0.004391369,0.01335709,0.02742023,0.00842032,0.008207027,0.02576731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004166151,"about_ca_system_score_gemma":0.01149073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0057033,"about_ca_topic_score_gemma":0.005755726,"domain_scores_codex":[0.9916441,0.003905911,0.0005865733,0.0006997053,0.002528396,0.0006353754],"domain_scores_gemma":[0.9845982,0.006276061,0.0006858119,0.002343309,0.004129767,0.001966902],"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":[0.00002928252,0.0000537164,0.0004915823,0.001170707,0.00001683216,0.0002719535,0.01304458,0.0001097287,0.0003528909,0.3569082,0.3264576,0.3010929],"study_design_scores_gemma":[0.000004599646,0.00001262216,0.0003421234,0.000887124,0.000003639505,0.0002198391,0.003565153,0.00005263856,0.0002070799,0.04259159,0.9520993,0.00001442255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003426104,0.1313047,0.03441484,0.2838815,0.03179163,0.0004310208,0.001070215,0.001271112,0.5124089],"genre_scores_gemma":[0.189803,0.1598059,0.0815457,0.1086131,0.01564264,0.002239858,0.002764754,0.002527074,0.4370579],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9865671,"threshold_uncertainty_score":0.1178483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295981278","doi":"10.22323/2.21060601","title":"A focus on science communication at #ICA22","year":2022,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Skepticism; Science communication; Theme (computing); Field (mathematics); Coronavirus disease 2019 (COVID-19); Communication sciences; Focus (optics); Engineering ethics; Communication studies; Sociology; Computer science; Epistemology; Social science; Engineering; Science education; Pedagogy; Medicine; World Wide Web","authors":[{"name":"Alice Fleerackers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05223093520559259,"gpt":0.3752115866881671,"spread":0.3229806514825745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004751807,0.00166638,0.0008626674,0.002598155,0.01428932,0.02421602,0.001372965,0.01347565,0.2660927],"category_scores_gemma":[0.01063061,0.0004397404,0.001327175,0.002238027,0.002722791,0.009056577,0.006567351,0.01614643,0.1002231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00796574,"about_ca_system_score_gemma":0.01037409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009356345,"about_ca_topic_score_gemma":0.02067988,"domain_scores_codex":[0.9945207,0.000910579,0.0001436667,0.000794062,0.001902484,0.001728514],"domain_scores_gemma":[0.9890608,0.001880848,0.0004016266,0.0004004017,0.003128763,0.005127696],"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":[0.00006940671,0.00003359652,0.0001988375,0.00013618,0.000003598238,0.0001530976,0.0006752145,0.0000290803,0.0005450511,0.01123109,0.9688787,0.01804611],"study_design_scores_gemma":[0.000004849786,0.00002157596,0.0005334506,0.00008816557,0.000003253292,0.00005165346,0.0005892949,0.0000346243,0.0002074055,0.0008763707,0.9975751,0.00001430358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003984091,0.009849713,0.00131335,0.2817526,0.2096136,0.0001986496,0.001501951,0.0008241601,0.490962],"genre_scores_gemma":[0.02416205,0.0033257,0.0006631389,0.03124497,0.03344042,0.0002027963,0.000560181,0.0006270966,0.9057736],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.975784,"threshold_uncertainty_score":0.8901688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402356442","doi":"10.22323/2.23060801","title":"Creating resonance with arts-based approaches to sustainability science communication","year":2024,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Privy Council Office","funders":"Novo Nordisk","keywords":"The arts; Mainstream; Sustainability; Constructive; Affection; Sociology; Engineering ethics; Psychology; Political science; Computer science; Visual arts; Engineering; Art; Social psychology; Process (computing); Ecology","authors":[{"name":"Marianne Achiam","is_ca":false},{"name":"Sabrina Vitting-Seerup","is_ca":false},{"name":"Louise Whiteley","is_ca":false},{"name":"Sofie Louise Dam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5574890306468313,"gpt":0.4904680245332693,"spread":0.06702100611356204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02889369,0.0009004772,0.0004442167,0.001965,0.013136,0.01369258,0.002455815,0.003585738,0.009509178],"category_scores_gemma":[0.03205116,0.0006015463,0.001062718,0.001113868,0.03435279,0.01185332,0.02535877,0.006260791,0.001427047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021408,"about_ca_system_score_gemma":0.002659682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020798,"about_ca_topic_score_gemma":0.001389641,"domain_scores_codex":[0.9600214,0.03315444,0.0006312238,0.001688998,0.002828264,0.001675739],"domain_scores_gemma":[0.9523972,0.03873577,0.001801035,0.003855972,0.001508933,0.001701104],"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":[0.0001943955,0.0003182555,0.002047692,0.0006187327,0.00004642238,0.0006236247,0.7143081,0.001312458,0.006405871,0.2328547,0.003971094,0.03729852],"study_design_scores_gemma":[0.0002275159,0.0005285798,0.002825281,0.0009507174,0.00008142153,0.001137395,0.4538772,0.003368231,0.01059538,0.244941,0.2812498,0.0002174771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3868635,0.002088372,0.1937694,0.04551503,0.001922852,0.0008986648,0.0001050896,0.0004145053,0.3684226],"genre_scores_gemma":[0.961234,0.0004604282,0.02431817,0.002744079,0.0002219206,0.0006304156,0.00002494262,0.0001459703,0.01022008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02889369,"threshold_uncertainty_score":0.1528063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362579514","doi":"10.22323/2.22020202","title":"Socioscientific issues in science exhibitions: examining contributions of the informal science education sector","year":2023,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Mitacs","keywords":"Exhibition; Relevance (law); Sustainability; Science communication; Science education; Situated; Sociology; Higher education; Public engagement; Balance (ability); Qualitative research; Pedagogy; Public relations; Political science; Social science; Psychology; Art; Computer science; Visual arts","authors":[{"name":"Ana Maria Navas Iannini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0675105587284729,"gpt":0.3270774185221593,"spread":0.2595668597936864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007882947,0.0003345687,0.0003302185,0.001805152,0.01115657,0.008355028,0.001228859,0.001699024,0.005539017],"category_scores_gemma":[0.01714583,0.0002826058,0.0003403802,0.001627497,0.01495447,0.004260971,0.01376672,0.002294763,0.0002639483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639611,"about_ca_system_score_gemma":0.002848858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002920753,"about_ca_topic_score_gemma":0.006951184,"domain_scores_codex":[0.9908958,0.006739594,0.0001956014,0.0004165932,0.0006584048,0.001093922],"domain_scores_gemma":[0.9730576,0.0200176,0.002425656,0.001776728,0.0008524565,0.001870023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004970798,0.0000714863,0.02037908,0.0001677668,0.00001557816,0.001207556,0.9511854,0.0001000474,0.0007714644,0.01058747,0.0006245361,0.01483994],"study_design_scores_gemma":[0.000005239588,0.00006212272,0.01255164,0.0001674432,0.00001100077,0.0005968029,0.9499807,0.0001141646,0.0002769759,0.002430369,0.03378787,0.000015766],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962402,0.0005331521,0.001495806,0.001981524,0.00007774481,0.00003955008,0.00002439732,0.00001940914,0.03342627],"genre_scores_gemma":[0.9974093,0.0002080576,0.0002885692,0.0001174628,0.00003219852,0.00002194777,0.00001171857,0.00001015698,0.001900481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9888434,"threshold_uncertainty_score":0.04168952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2862060752","doi":"10.22323/2.17030801","title":"Beyond self-confidence: a participatory evaluation of personal change in Science Gallery's Mediators","year":2018,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Empathy; Self-confidence; Interpersonal communication; Psychology; Personal development; Exhibition; Citizen journalism; Social psychology; Political science; Art; Visual arts; Psychotherapist","authors":[{"name":"Katrina Enros","is_ca":true},{"name":"Andrea Bandelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1659116364097267,"gpt":0.3658021706086295,"spread":0.1998905341989028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0597927,0.001103516,0.001397138,0.001645994,0.007394172,0.003495683,0.002860348,0.002629909,0.006843227],"category_scores_gemma":[0.07325888,0.0007502915,0.001356023,0.001054216,0.00653263,0.00270089,0.008786145,0.002686372,0.0004975774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004409941,"about_ca_system_score_gemma":0.009727414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002518061,"about_ca_topic_score_gemma":0.005072216,"domain_scores_codex":[0.9388072,0.05098781,0.00183832,0.002508472,0.003007251,0.002850909],"domain_scores_gemma":[0.9182692,0.06178221,0.003906354,0.005509381,0.00662944,0.003903433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007584964,0.0272591,0.02195881,0.00491744,0.0003266567,0.0009470035,0.6820085,0.001587163,0.00857033,0.0056085,0.001404014,0.2378275],"study_design_scores_gemma":[0.01139051,0.08550963,0.07043313,0.002859248,0.001233759,0.0004585117,0.7303129,0.003109296,0.02827262,0.01285731,0.05318769,0.0003754026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749463,0.0002487433,0.004069063,0.0006321502,0.00007816077,0.01192877,0.0001455576,0.00004689492,0.007904331],"genre_scores_gemma":[0.9587181,0.000264374,0.01235624,0.0002470408,0.00004071211,0.02615499,0.00008898288,0.00002584694,0.002103806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0597927,"threshold_uncertainty_score":0.3162178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366090307","doi":"10.22323/2.22020204","title":"Who are “we”? Examining relational ethos in British Columbia, Canada's COVID-19 public health communication","year":2023,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethos; Rhetorical question; Ambivalence; Public relations; Identity (music); Public health; Sociology; Political science; Social psychology; Media studies; Psychology; Linguistics; Medicine; Law; Aesthetics","authors":[{"name":"Philippa Spoel","is_ca":false},{"name":"Alexandra Millar","is_ca":false},{"name":"Naomi Lacelle","is_ca":false},{"name":"Aarani Mathialagan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1755369522020268,"gpt":0.3897035922677813,"spread":0.2141666400657546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01336285,0.0004510148,0.0004805922,0.003721539,0.04408424,0.01558764,0.001696944,0.003192058,0.003860744],"category_scores_gemma":[0.02244686,0.0005145815,0.0001837411,0.003953963,0.0338867,0.005691814,0.008626988,0.006253942,0.0003394815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08836058,"about_ca_system_score_gemma":0.07388141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8870174,"about_ca_topic_score_gemma":0.9309057,"domain_scores_codex":[0.9862995,0.007914288,0.0002918033,0.0006914798,0.002937098,0.001865935],"domain_scores_gemma":[0.9796962,0.01278026,0.001910195,0.0004312556,0.003485696,0.00169652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000184105,0.00001389564,0.003187499,0.00005161522,0.000003794801,0.0004858616,0.9497913,0.00004231499,0.0003715849,0.03897732,0.002296461,0.00475992],"study_design_scores_gemma":[0.000004516995,0.000008073652,0.003822866,0.0001321623,0.000006700113,0.0000911201,0.9535275,0.0001301855,0.0002022942,0.002540655,0.03951474,0.0000193874],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7341104,0.002007066,0.003065213,0.03620663,0.0002515128,0.00009293298,0.000105116,0.00004315982,0.2241179],"genre_scores_gemma":[0.9922385,0.0003176056,0.0003821538,0.001150776,0.00001574024,0.0000209705,0.00001888265,0.00002365626,0.005831891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9559157,"threshold_uncertainty_score":0.6411039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401090735","doi":"10.22323/2.23050205","title":"The power of dinosaurs: lessons learned from the sharing of #SciArt on Twitter","year":2024,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University; Science North","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Power (physics); Social media; World Wide Web; Computer science; Physics","authors":[{"name":"Laerie McNeil","is_ca":true},{"name":"Chantal Barriault","is_ca":true},{"name":"Birha Farooqi","is_ca":true},{"name":"Ian Black","is_ca":true},{"name":"Ann Pegoraro","is_ca":true},{"name":"Thomas Merritt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3198612891781879,"gpt":0.4949183396659952,"spread":0.1750570504878073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004856643,0.0004513833,0.0005092788,0.003648059,0.005351189,0.007169666,0.001140494,0.001405532,0.007319171],"category_scores_gemma":[0.01625141,0.0003661636,0.0004126567,0.003628221,0.007273591,0.01096983,0.00590719,0.001594158,0.0009333928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002369695,"about_ca_system_score_gemma":0.001612506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01812432,"about_ca_topic_score_gemma":0.03475423,"domain_scores_codex":[0.9969947,0.001737748,0.0001139304,0.0004180461,0.000414889,0.0003205907],"domain_scores_gemma":[0.9884837,0.008777446,0.0006906478,0.0006673177,0.0008516586,0.0005292872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001525535,0.00002943814,0.04711524,0.0005178751,0.00004926116,0.0009168515,0.8650982,0.0002060617,0.002083101,0.02481772,0.004587024,0.05442671],"study_design_scores_gemma":[0.00001154421,0.00007057675,0.0565639,0.000722943,0.00005737226,0.0004531623,0.8309665,0.001543888,0.001088545,0.01911669,0.08930985,0.00009505422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8669939,0.002394067,0.009396832,0.01479101,0.0003152563,0.0001341297,0.001109433,0.00009309524,0.1047723],"genre_scores_gemma":[0.9882967,0.00111303,0.003338561,0.0009824904,0.0001315099,0.00008178012,0.0003325542,0.00009585514,0.005627633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9928303,"threshold_uncertainty_score":0.03603762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2670898717","doi":"10.22323/2.07040203","title":"Changes in publication statistics when electronic submission was introduced in an international applied science journal","year":2008,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Population; Agriculture; Period (music); Political science; Social science; Geography; Sociology; Demography; Computer science; Archaeology","authors":[{"name":"H. J. Swatland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03526617458176604,"gpt":0.2742014016166683,"spread":0.2389352270349023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.1177654,0.0005598294,0.001509914,0.02282762,0.002033568,0.01304677,0.001431084,0.001293765,0.003578173],"category_scores_gemma":[0.4674404,0.0006584364,0.001552113,0.03212139,0.00143786,0.004644415,0.002535889,0.002823109,0.003163368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004139182,"about_ca_system_score_gemma":0.005900146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126681,"about_ca_topic_score_gemma":0.003226819,"domain_scores_codex":[0.828729,0.03469497,0.06602608,0.009167338,0.05611538,0.005267214],"domain_scores_gemma":[0.2575326,0.263759,0.2291473,0.02427891,0.2045657,0.02071651],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004161716,0.0003123081,0.7038493,0.003239683,0.001182995,0.0008511147,0.003836737,0.0008427503,0.00556489,0.002458606,0.06393556,0.2097643],"study_design_scores_gemma":[0.0000923695,0.0005700751,0.9254985,0.0005463724,0.0002824707,0.0008950007,0.003171214,0.0007810296,0.003275903,0.001002919,0.06367595,0.0002081623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8432491,0.01838932,0.014896,0.02864458,0.02143655,0.001139398,0.03259697,0.003866831,0.03578124],"genre_scores_gemma":[0.9464023,0.005299462,0.01231982,0.003911176,0.005607681,0.001229797,0.01615187,0.001224787,0.007853039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9771724,"threshold_uncertainty_score":0.6228102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412479454","doi":"10.22323/148020250716165543","title":"How can we enable school students to learn and participate in science engagement initiatives? Roles and tasks of enablers","year":2025,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Leibniz-Gemeinschaft; Canada First Research Excellence Fund; Justus Liebig Universität Gießen; Ocean Frontier Institute; Deutsche Forschungsgemeinschaft; Bundesministerium für Bildung und Forschung","keywords":"Student engagement; Mathematics education; Psychology; Pedagogy","authors":[{"name":"Tim Kiessling","is_ca":false},{"name":"Claussen Christina","is_ca":false},{"name":"Kruse Katrin","is_ca":false},{"name":"Carolin Enzingmüller","is_ca":false},{"name":"Kerstin Kremer","is_ca":false},{"name":"Knickmeier Katrin","is_ca":false},{"name":"Sinja Dittmann","is_ca":false},{"name":"Hinrich Schulenburg","is_ca":false},{"name":"Ilka Parchmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07720070253088383,"gpt":0.348628885788546,"spread":0.2714281832576622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04247131,0.000984384,0.0006978083,0.002131444,0.008416829,0.02038298,0.002687989,0.004854539,0.00545495],"category_scores_gemma":[0.05054314,0.0009079241,0.001121222,0.001019796,0.01313614,0.01857238,0.02408078,0.006238692,0.002373324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003296275,"about_ca_system_score_gemma":0.01182053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702491,"about_ca_topic_score_gemma":0.002639311,"domain_scores_codex":[0.9536984,0.03416634,0.0009581749,0.002494628,0.002159029,0.006523339],"domain_scores_gemma":[0.9493673,0.01867424,0.00434002,0.005320766,0.003047122,0.01925056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003588967,0.002509407,0.06123517,0.001198595,0.00009743708,0.0007177351,0.6528803,0.0006096843,0.004160758,0.06902583,0.00783658,0.1993696],"study_design_scores_gemma":[0.000240146,0.001527652,0.03629377,0.001312964,0.0001448415,0.0004562899,0.632482,0.001858493,0.005230376,0.08749631,0.2326722,0.000284888],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7945889,0.001183016,0.06173947,0.06661191,0.000734554,0.001665379,0.0001481502,0.0009119059,0.07241672],"genre_scores_gemma":[0.9778309,0.0004085676,0.01530162,0.001375551,0.0000626656,0.0009234477,0.00007139241,0.00007282202,0.003953011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04247131,"threshold_uncertainty_score":0.2246124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}