{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"0355284df5ae","filters":{"venue":"Journal of Communication Technology"}},"results":[{"id":"W3174250689","doi":"10.51548/joctec-2021-008","title":"Social Construction of Blockchain on Social Media: Framing Public Discourses on Twitter","year":2021,"lang":"en","type":"article","venue":"Journal of Communication Technology","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; Simon Fraser University","funders":"","keywords":"Framing (construction); Blockchain; Skepticism; Social media; Public discourse; Public relations; Sociology; Political science; Engineering; Computer science; Epistemology; Computer security; Law","authors":[{"name":"Peter A. Chow-White","is_ca":true},{"name":"Ahmed Al‐Rawi","is_ca":true},{"name":"Alberto Lusoli","is_ca":true},{"name":"Vu Thuy Anh Phan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02986112063416472,"gpt":0.2954055172093956,"spread":0.2655443965752308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004910815,0.000121895,0.0003416456,0.0006889464,0.0003537458,0.00003544487,0.001629064,0.0004182422,0.00001184693],"category_scores_gemma":[0.0003359127,0.0001169915,0.0001210964,0.001094694,0.0006130137,0.00009644983,0.0003655454,0.0009487681,0.000004670265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007241499,"about_ca_system_score_gemma":0.0001622561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.241716e-7,"about_ca_topic_score_gemma":0.000007209753,"domain_scores_codex":[0.9985828,0.0001833119,0.0005922962,0.0001709424,0.0002870675,0.0001835405],"domain_scores_gemma":[0.9973634,0.0002923598,0.0008938625,0.0008007195,0.0006201778,0.00002942553],"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":[0.000007005995,0.0003377988,0.0001826126,0.000004270842,0.00004367993,0.00000425804,0.0005740082,0.000002996015,0.001076039,0.8974661,0.0006847829,0.09961642],"study_design_scores_gemma":[0.001916155,0.0003353803,0.003290968,0.0001127841,0.00005208092,0.0005207574,0.005214388,0.001011106,0.09619725,0.8717989,0.01916155,0.0003886808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7398366,0.0006330831,0.0366534,0.2215471,0.0002069147,0.00009835479,0.000003578536,0.0001726127,0.000848417],"genre_scores_gemma":[0.9788343,0.0001495503,0.02070896,0.0002158349,0.00006356725,0.00001027984,0.000002161716,0.000007894069,0.000007403567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2389978,"threshold_uncertainty_score":0.4770776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210211843","doi":"10.51548/joctec-2021-021","title":"Microgenre: A Quick Look at Small Culture [Book Review]","year":2021,"lang":"en","type":"article","venue":"Journal of Communication Technology","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Philosophy","authors":[{"name":"Danielle Rudnicka-Lavoie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02626198283729185,"gpt":0.32000717424109,"spread":0.2937451914037981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008383169,0.00007896272,0.0002750962,0.0001070161,0.0003100099,0.00001613605,0.000908015,0.0002582679,0.0003768054],"category_scores_gemma":[0.0007319656,0.00007315294,0.0001283093,0.0004196418,0.0003361322,0.00008768119,0.0001949482,0.000480594,0.00005989345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643076,"about_ca_system_score_gemma":0.0004833893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001088772,"about_ca_topic_score_gemma":0.0003536194,"domain_scores_codex":[0.9987365,0.0003245501,0.0004466752,0.00009052833,0.0002080585,0.0001937019],"domain_scores_gemma":[0.9980224,0.00008852283,0.0005318145,0.0006061082,0.0006602427,0.000090867],"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":[0.00002275317,0.0003955309,0.002131719,0.0001455959,0.0001648011,0.00007196605,0.0230662,6.407328e-7,0.01368042,0.02365205,0.8985847,0.03808358],"study_design_scores_gemma":[0.0002683954,0.00003616383,0.00005248461,0.0002771596,0.00004853197,0.000193176,0.008044212,2.162949e-7,0.005944484,0.002507214,0.982554,0.00007400807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01241466,0.8409138,0.0001011677,0.1262186,0.0002145515,0.0001685488,0.000001693635,0.00006378737,0.01990317],"genre_scores_gemma":[0.06304817,0.9012658,0.006055024,0.01217629,0.0001055568,0.00001083588,0.000008289587,0.00001335106,0.01731665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1140423,"threshold_uncertainty_score":0.4125755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414573683","doi":"10.51548/joctec.7.2.2025.04","title":"Shaping Western Perceptions: The Role of English-language Verified Telegram Channels in Framing the Narratives Around the Russia-Ukraine War.","year":2025,"lang":"en","type":"article","venue":"Journal of Communication Technology","topic":"European and Russian Geopolitical Military Strategies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Framing (construction); Narrative; Credibility; Public opinion; Public discourse; Content analysis; Sample (material)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01498587224400472,"gpt":0.3112142007136742,"spread":0.2962283284696695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553101,0.00007945603,0.0001750761,0.0001836502,0.0006218388,0.00004590009,0.00160022,0.0001065756,0.00001912941],"category_scores_gemma":[0.001100557,0.00003976559,0.00007419069,0.0006378982,0.001777025,0.0001642625,0.0001586115,0.0007706648,0.000002152374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004997796,"about_ca_system_score_gemma":0.0001380161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002163984,"about_ca_topic_score_gemma":0.0005192757,"domain_scores_codex":[0.9983131,0.0008322803,0.0004474797,0.00006814359,0.0001607482,0.0001782907],"domain_scores_gemma":[0.9983474,0.0006597585,0.0002481837,0.0005273505,0.0001992821,0.00001803584],"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":[0.00002292807,0.0001092948,0.001871941,0.000008096654,0.00005724548,0.000001264852,0.2913502,0.00005735452,0.0003860153,0.6928704,0.0000765713,0.0131887],"study_design_scores_gemma":[0.0001902221,0.00005215074,0.005385316,0.0001597332,0.00001377496,0.000002812909,0.889002,0.00007575201,0.0001493224,0.06666553,0.03825165,0.00005175679],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881234,0.02265114,0.0001120425,0.05086922,0.0002168182,0.0002737515,0.000001530638,0.00004040199,0.04460103],"genre_scores_gemma":[0.9966818,0.00257822,0.000209079,0.0002070792,0.0001069381,0.000007978415,5.226385e-7,0.000004478492,0.0002038675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6262049,"threshold_uncertainty_score":0.6547522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}