{"id":"W1744158038","doi":"10.29173/mruer120","title":"A wired connection: Parental engagement and digital technologies","year":2014,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Education Review","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Student engagement; Psychology; Learning environment; Digital native; Pedagogy; Mathematics education; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004029506,0.0001337946,0.0002039689,0.00008345071,0.0003844353,0.0001986896,0.0001814004,0.00007463254,0.00005443802],"category_scores_gemma":[0.0007923397,0.000122754,0.00004709177,0.0002902811,0.0002557952,0.0002060942,0.00009413643,0.0001007304,0.00008743221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670471,"about_ca_system_score_gemma":0.0002016066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008034536,"about_ca_topic_score_gemma":0.0001229091,"domain_scores_codex":[0.9989502,0.00007865961,0.0002507321,0.0002791347,0.0002144677,0.0002267571],"domain_scores_gemma":[0.9994646,0.00009384038,0.0001130604,0.0001860259,0.00007884535,0.00006364411],"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":[0.000002002932,0.0001242145,0.006770056,0.0002050433,0.00001756325,3.385411e-7,0.000231306,1.703297e-7,0.000001471706,0.4476172,0.04947661,0.495554],"study_design_scores_gemma":[0.00009157896,0.00002715361,0.0008764822,0.0003814411,0.00001618175,0.000002829355,0.001499322,0.000005766863,0.000009389484,0.04366837,0.9532507,0.0001707681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07157458,0.1097071,0.001559488,0.3478047,0.002799844,0.003126926,0.0000120495,0.003122309,0.460293],"genre_scores_gemma":[0.976231,0.01799784,0.0001982313,0.0007607596,0.00006559613,0.00009821041,0.00003494682,0.000008708596,0.004604689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9046564,"threshold_uncertainty_score":0.5005763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137868543899991,"score_gpt":0.2943805450906842,"score_spread":0.2730018596516843,"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."}}