{"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,"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","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0107632,0.000420585,0.0006390259,0.00175543,0.0005637533,0.001114445,0.001380697,0.0006097675,0.00007589671],"category_scores_gemma":[0.0008965621,0.000462475,0.0002234973,0.00117207,0.0002495532,0.00062146,0.001197684,0.009150034,0.0002377408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420191,"about_ca_system_score_gemma":0.0007596206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000970333,"about_ca_topic_score_gemma":0.0001343311,"domain_scores_codex":[0.9939701,0.0007130024,0.000805017,0.001614677,0.001053911,0.001843321],"domain_scores_gemma":[0.9956817,0.002884149,0.0001966365,0.0006558378,0.000324918,0.0002567552],"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":[0.00007290636,0.00004392889,0.0001438103,0.0003545887,0.00007216323,0.00006796014,0.003898399,0.2430514,0.00001493927,0.3888646,0.004202193,0.3592131],"study_design_scores_gemma":[0.0003574016,0.0002254467,0.00002158235,0.001154479,0.000003654049,0.00000774454,0.0005478374,0.3542791,0.000001288151,0.06942017,0.5736153,0.0003659564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001240729,0.006990975,0.03040568,0.007815703,0.003058101,0.002515088,0.000002662353,0.0007771415,0.9471939],"genre_scores_gemma":[0.09510911,0.003025863,0.004751038,0.00009367078,0.003364809,0.0003451934,0.000115153,0.0002436628,0.8929515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5694131,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.150304348912526,"score_gpt":0.4206861874491452,"score_spread":0.2703818385366192,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}