{"id":"W2070936505","doi":"10.5430/ijhe.v4n1p166","title":"Unpacking the Information, Media, and Technology Skills Domain of the New Learning Paradigm","year":2015,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life skills; 21st century skills; Skills management; Unpacking; Graduation (instrument); Domain (mathematical analysis); Study skills; Psychology; Digital media; Mathematics education; Pedagogy; Medical education; Computer science; World Wide Web; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002253447,0.0005136345,0.0002961016,0.002457224,0.003307507,0.008643659,0.000608215,0.002617728,0.004356401],"category_scores_gemma":[0.002844574,0.0001980967,0.000332827,0.001893637,0.02436192,0.01287567,0.006655532,0.005910141,0.0005485663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003178458,"about_ca_system_score_gemma":0.005736697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004225869,"about_ca_topic_score_gemma":0.005235711,"domain_scores_codex":[0.998004,0.001038492,0.00008069835,0.000206238,0.000420259,0.0002503613],"domain_scores_gemma":[0.9968345,0.00196678,0.0002952004,0.0002255496,0.0003401408,0.0003380161],"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":[0.000009343166,0.00004761782,0.0009190791,0.0001259631,0.000002615389,0.0001003631,0.0141576,0.0001222992,0.0002607409,0.9565132,0.001450772,0.02629049],"study_design_scores_gemma":[0.00001202599,0.00005835348,0.005876117,0.0008220115,0.000008134585,0.0005435326,0.02297813,0.0009993024,0.0004973296,0.7450638,0.2231106,0.0000306081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07067082,0.01554965,0.06848511,0.06325082,0.001075646,0.0001534669,0.00009631327,0.00006757196,0.7806505],"genre_scores_gemma":[0.9318088,0.01141913,0.02369161,0.007439349,0.000980775,0.0003290167,0.00007775817,0.00005123557,0.02420229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008643659,"threshold_uncertainty_score":0.02306145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180187170710252,"score_gpt":0.2634687904963413,"score_spread":0.2516669187892388,"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."}}