{"id":"W7138893198","doi":"10.1108/qrde-09-2010-0002","title":"Graduates of the New Learning Environment","year":2010,"lang":"en","type":"article","venue":"Quarterly review of distance education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Distance education; Postsecondary education; Preference; Perception; Online learning; Class (philosophy); Learning environment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004331343,0.00005058057,0.0001199789,0.00001308186,0.0001105087,0.000007949249,0.0001828199,0.0000259338,0.0002746611],"category_scores_gemma":[0.0001175257,0.00003726797,0.00007276169,0.000145134,0.0001089398,0.00009618048,0.000004291214,0.0001613155,0.00001323976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001752899,"about_ca_system_score_gemma":0.000509787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001226968,"about_ca_topic_score_gemma":0.0001628862,"domain_scores_codex":[0.9992375,0.0001379945,0.0002192509,0.00009107706,0.0002232209,0.00009094207],"domain_scores_gemma":[0.9994016,0.00004438613,0.000293329,0.0001746905,0.00004658462,0.00003941045],"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":[0.000001158432,0.00009902367,0.01051818,0.0006259945,0.000004984848,1.343736e-8,0.004386575,5.052037e-7,0.001160296,0.03403021,0.002186389,0.9469867],"study_design_scores_gemma":[0.00003543155,0.00004429411,0.005701591,0.00130263,0.00002542892,1.751064e-7,0.003883925,0.000001353188,0.00007672809,0.002283375,0.9865851,0.00005992138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8316126,0.07747863,0.001374881,0.04946642,0.003548747,0.001611328,0.000005467708,0.00006166096,0.03484021],"genre_scores_gemma":[0.9891068,0.005680882,0.00146849,0.00007495796,0.0002792804,0.00000969397,0.000005647346,0.000005484767,0.003368702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9843988,"threshold_uncertainty_score":0.3007347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008632272649996242,"score_gpt":0.3032037987971775,"score_spread":0.2945715261471812,"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."}}