{"id":"W1485454079","doi":"","title":"Learning With Computer Software: An Exploration of Knowledge Transfer","year":2004,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Software; Artificial intelligence; Software engineering; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002143777,0.000227651,0.0002040533,0.001312303,0.001119333,0.005638879,0.001199143,0.001039857,0.006773103],"category_scores_gemma":[0.01337716,0.000164074,0.0002913451,0.001641155,0.002510039,0.008968223,0.002690606,0.0008564423,0.0005162526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428465,"about_ca_system_score_gemma":0.001604206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671903,"about_ca_topic_score_gemma":0.001099883,"domain_scores_codex":[0.9982641,0.001118245,0.00003660181,0.000131848,0.0003279631,0.0001211376],"domain_scores_gemma":[0.9893296,0.009560257,0.0002152441,0.000437371,0.0002941533,0.0001634012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004270239,0.001042296,0.02433067,0.0006655002,0.00006925491,0.001285603,0.1243413,0.005134573,0.005103896,0.4301334,0.001819333,0.4056472],"study_design_scores_gemma":[0.0001131416,0.000864543,0.03828187,0.000972016,0.0001376404,0.002866019,0.1562022,0.06474606,0.01310638,0.6465191,0.07609722,0.00009374823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7797971,0.001316399,0.04453029,0.002575365,0.00003023403,0.0001351424,0.00006584489,0.0001186112,0.171431],"genre_scores_gemma":[0.9908627,0.0004359274,0.005464298,0.0000682724,0.000007608514,0.00003710515,0.00002251803,0.00001986035,0.003081705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006773103,"threshold_uncertainty_score":0.02265835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295915571404642,"score_gpt":0.3407150601621126,"score_spread":0.3077559044480662,"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."}}