{"id":"W2143592193","doi":"","title":"Architecture for Implementation of a Lifelong Online Learning Environment (LOLE)","year":2007,"lang":"en","type":"article","venue":"International journal on e-learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Lifelong learning; Architecture; Computer science; Engineering management; Engineering; Psychology; Geography; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.001059596,0.0001478982,0.0001696168,0.0003889179,0.0001982481,0.0001394929,0.0006148892,0.00005754902,0.00005028119],"category_scores_gemma":[0.0002407815,0.0001363306,0.0001773214,0.0001164862,0.0000250123,0.0001865921,0.0001154361,0.0009495571,0.00001208157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329576,"about_ca_system_score_gemma":0.00005678515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001089673,"about_ca_topic_score_gemma":0.000006941585,"domain_scores_codex":[0.9981493,0.0001053578,0.000516116,0.0002325068,0.0007161706,0.0002805578],"domain_scores_gemma":[0.998646,0.0003470955,0.0005887403,0.00009381554,0.0002098425,0.000114516],"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":[0.0001043648,0.0001761542,0.03752943,0.0000117759,0.0002291589,0.00008025851,0.001890452,0.3233333,0.002987736,0.005447608,0.00008825719,0.6281216],"study_design_scores_gemma":[0.007759978,0.005755699,0.1446372,0.0006943662,0.0001152348,0.0009493353,0.005359401,0.3272305,0.0105682,0.008487569,0.4871379,0.001304535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3120743,0.00004690601,0.6824162,0.004720185,0.0004214676,0.00007313172,0.000002597329,0.00005448555,0.0001907341],"genre_scores_gemma":[0.9557607,0.00007279561,0.04239826,0.0002467524,0.0007924702,0.000001506265,0.00002776667,0.00001872576,0.0006810031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6436864,"threshold_uncertainty_score":0.5559402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107120206584199,"score_gpt":0.3225064097253954,"score_spread":0.3114352076595534,"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."}}