{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"25560970ff3c","filters":{"venue":"Research in networked learning"}},"results":[{"id":"W4401580394","doi":"10.1007/978-3-031-62780-4_7","title":"What Is it Like for a Learner to Participate in a Zoom Breakout Room Session?","year":2024,"lang":"en","type":"book-chapter","venue":"Research in networked learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Medical Association; University of Alberta","funders":"","keywords":"Breakout; Session (web analytics); Zoom; Psychology; Computer science; World Wide Web; Engineering; Business","authors":[{"name":"Felicity Healey‐Benson","is_ca":false},{"name":"Mike Johnson","is_ca":false},{"name":"Catherine Adams","is_ca":true},{"name":"Joni Turville","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1618626338291181,"gpt":0.4738002602519473,"spread":0.3119376264228292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001641923,0.0002771314,0.0002738464,0.0002585354,0.0008938306,0.00297461,0.0008828465,0.002249028,0.01745757],"category_scores_gemma":[0.01007481,0.0001432311,0.0005297033,0.0001482552,0.0006721661,0.003764234,0.0009208311,0.002232697,0.007628188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005502087,"about_ca_system_score_gemma":0.0007406612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007474892,"about_ca_topic_score_gemma":0.00182103,"domain_scores_codex":[0.9992943,0.0003079922,0.00002252029,0.00007463241,0.0001847455,0.0001157431],"domain_scores_gemma":[0.9956285,0.001781534,0.0003677398,0.00008243877,0.0005961983,0.001543648],"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":[0.0006304719,0.001038149,0.03299027,0.001553753,0.000120399,0.0009075855,0.01889525,0.0005611146,0.006427855,0.01363679,0.2513846,0.6718537],"study_design_scores_gemma":[0.0001381984,0.001291744,0.07888845,0.003221828,0.0001922417,0.006316418,0.1355733,0.004514582,0.006229273,0.03439282,0.7288717,0.0003694448],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1905703,0.008765906,0.04866999,0.1120576,0.007869024,0.0004195398,0.0009371976,0.001907883,0.6288026],"genre_scores_gemma":[0.7090343,0.01290592,0.03218579,0.03439535,0.003099835,0.0006493102,0.001109904,0.0006286837,0.205991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01745757,"threshold_uncertainty_score":0.05840141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401580193","doi":"10.1007/978-3-031-62780-4_8","title":"Tomorrow’s Networked Posthumans: Phenomenological Reflections on the Child and Artificial Intelligence","year":2024,"lang":"en","type":"book-chapter","venue":"Research in networked learning","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Cognitive science; Artificial intelligence; Computer science","authors":[{"name":"Catherine Adams","is_ca":true},{"name":"Sean Groten","is_ca":true},{"name":"Yin Yin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.46194358248553,"gpt":0.4575629969952613,"spread":0.004380585490268707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002239316,0.0004670473,0.0003255355,0.0007083356,0.0100672,0.007787198,0.001487675,0.003550702,0.006420298],"category_scores_gemma":[0.003483997,0.000360203,0.0002467696,0.001257659,0.05324832,0.01347495,0.004368703,0.006434645,0.0004763926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005965964,"about_ca_system_score_gemma":0.002964384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02881125,"about_ca_topic_score_gemma":0.05039454,"domain_scores_codex":[0.998494,0.001068283,0.00001717046,0.0001239273,0.0001019425,0.0001946993],"domain_scores_gemma":[0.9985661,0.001092438,0.00007153409,0.00008390456,0.00006178103,0.0001242319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001216221,0.00001290195,0.0001808838,0.00003773869,0.000002105957,0.0004979448,0.6467185,0.00005357017,0.0001760553,0.3432186,0.006267516,0.002822103],"study_design_scores_gemma":[0.000004937496,0.00001862453,0.0007054509,0.0002138398,0.000004471636,0.0008281108,0.6028782,0.00008819924,0.0002549884,0.05931926,0.3356636,0.00002022459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1869209,0.01748909,0.007459167,0.05418414,0.0008465009,0.0001024792,0.0001347661,0.00008559103,0.7327774],"genre_scores_gemma":[0.9122102,0.003653471,0.001549158,0.00513776,0.0001175827,0.0000979326,0.00003978672,0.0001032364,0.07709092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02881125,"threshold_uncertainty_score":0.0572871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401580083","doi":"10.1007/978-3-031-62780-4_1","title":"Introducing Phenomenology in Action for Researching Networked Learning","year":2024,"lang":"en","type":"book-chapter","venue":"Research in networked learning","topic":"Digital Education and Society","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Phenomenology (philosophy); Action learning; Cognitive science; Psychology; Action (physics); Epistemology; Sociology; Computer science; Mathematics education; Philosophy; Physics; Cooperative learning; Teaching method","authors":[{"name":"Mike Johnson","is_ca":false},{"name":"Felicity Healey‐Benson","is_ca":false},{"name":"Catherine Adams","is_ca":true},{"name":"Nina Bonderup Dohn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.150304348912526,"gpt":0.4206861874491452,"spread":0.2703818385366192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00878394,0.001400937,0.0007967406,0.002334184,0.005140094,0.01314605,0.00288161,0.004237074,0.01208685],"category_scores_gemma":[0.007538446,0.0006866248,0.0008729534,0.002595208,0.04216448,0.01730014,0.006562337,0.00615967,0.001476523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006964116,"about_ca_system_score_gemma":0.005035805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002997592,"about_ca_topic_score_gemma":0.004804462,"domain_scores_codex":[0.9932125,0.00557224,0.0001502797,0.000356112,0.0004871528,0.0002218195],"domain_scores_gemma":[0.9865172,0.01191542,0.0002527061,0.0007009073,0.0003216301,0.0002921607],"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":[0.000003361191,0.0000108578,0.00003522903,0.0001380334,0.000002418253,0.00004425859,0.01269672,0.0001236722,0.0001005559,0.9785406,0.002002387,0.006301859],"study_design_scores_gemma":[0.00001566928,0.00001480727,0.00008839428,0.0005793531,0.000007298881,0.0001316684,0.01654119,0.000690993,0.0002807571,0.8452914,0.1363399,0.00001859421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005959332,0.02263513,0.4098187,0.02501175,0.00253712,0.0005129413,0.0001429831,0.0004148572,0.5329671],"genre_scores_gemma":[0.506892,0.01578267,0.3328896,0.00632594,0.0009864642,0.003279545,0.0002050779,0.0007055376,0.1329331],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01314605,"threshold_uncertainty_score":0.05052847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387716594","doi":"10.1007/978-3-031-42718-3_5","title":"Tipping the Canoe: What Can Be Learned from a Postdigital Analysis of Augmented and Virtual Reality in Networked Learning?","year":2023,"lang":"en","type":"book-chapter","venue":"Research in networked learning","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saskatchewan Polytechnic; University of Saskatchewan","funders":"","keywords":"Augmented reality; Vignette; Notice; Virtual reality; Perspective (graphical); Human–computer interaction; Multimedia; Context (archaeology); Computer science; Constellation; Contextualization; Psychology; Artificial intelligence; Social psychology; Geography","authors":[{"name":"Marguerite Koole","is_ca":true},{"name":"Annie Beaumier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1443453456941379,"gpt":0.3681110020253396,"spread":0.2237656563312017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000729315,0.0004342574,0.0002762603,0.001232472,0.00222782,0.009229419,0.001133157,0.001572408,0.01426228],"category_scores_gemma":[0.003729865,0.0001506269,0.0002029266,0.002059391,0.01051491,0.01041294,0.002197439,0.001963013,0.001598576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829229,"about_ca_system_score_gemma":0.001375683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976041,"about_ca_topic_score_gemma":0.01133644,"domain_scores_codex":[0.9995736,0.0001367958,0.000007944431,0.00004177569,0.0001558663,0.00008396816],"domain_scores_gemma":[0.999016,0.0006048893,0.00005800516,0.0001024118,0.0001463692,0.00007226216],"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":[0.00007304591,0.00005707907,0.001413068,0.0003121026,0.000009695482,0.0006114135,0.05851255,0.0002904111,0.001071323,0.7797189,0.01300913,0.1449213],"study_design_scores_gemma":[0.00001067575,0.00007846572,0.009086606,0.001036583,0.00002643203,0.001126596,0.2102129,0.001669278,0.002847137,0.2740549,0.4997966,0.00005386707],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1132643,0.01293611,0.01940485,0.01396369,0.001266361,0.00004349738,0.00008614955,0.0001241112,0.8389109],"genre_scores_gemma":[0.8206702,0.01271481,0.006813321,0.001576998,0.0005773524,0.00004965251,0.0001142608,0.0002340305,0.1572494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01426228,"threshold_uncertainty_score":0.04771209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}