{"id":"W4238146637","doi":"10.1007/978-981-15-0618-5","title":"Emerging Technologies and Pedagogies in the Curriculum","year":2020,"lang":"en","type":"book","venue":"Bridging human and machine: future education with intelligence","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Curriculum; Engineering ethics; Sociology; Mathematics education; Pedagogy; Computer science; Psychology; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0003173214,0.0003594442,0.0002683224,0.0003237421,0.0003307382,0.0004656488,0.00109071,0.0001634811,0.000008507215],"category_scores_gemma":[0.00008995637,0.0002563864,0.00003269577,0.0003471156,0.0002052378,0.0003045296,0.0002491464,0.001022178,0.000009082632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008296219,"about_ca_system_score_gemma":0.0004729663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009248813,"about_ca_topic_score_gemma":0.00008880918,"domain_scores_codex":[0.9982875,0.0000910283,0.0003207939,0.0007406714,0.0003099804,0.0002500259],"domain_scores_gemma":[0.9988392,0.0001026095,0.0003028319,0.000609333,0.00009323745,0.00005277047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002417761,0.00007922881,0.001692172,0.0003120551,0.00001759955,0.000007651213,0.01657763,0.00004479523,0.000003933248,0.2738975,0.02181679,0.6855482],"study_design_scores_gemma":[0.0001962836,0.0004909564,0.008494441,0.002005689,0.0001030857,0.000653903,0.04067939,0.008352648,0.00008930085,0.0543064,0.8826714,0.001956562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01588901,0.1243066,0.4516352,0.1903831,0.01179001,0.007603351,0.00002457732,0.004816381,0.1935518],"genre_scores_gemma":[0.786899,0.01161254,0.05591505,0.005918148,0.007087464,0.001275207,0.0003632385,0.0002801993,0.1306491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8608546,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419678772121258,"score_gpt":0.2806940501150792,"score_spread":0.2664972623938666,"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."}}