{"id":"W2242738022","doi":"","title":"Integrating an LMS into Field Experience: An Insightful Experiment.","year":2013,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Field (mathematics); Computer science; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003810955,0.0002692289,0.0002891295,0.000807063,0.000281997,0.00008457957,0.0004534183,0.0002877554,0.009123314],"category_scores_gemma":[0.0009238214,0.0002346214,0.00002297072,0.0006824513,0.0004869893,0.0002769816,0.00006330098,0.001058623,0.0002131541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004689941,"about_ca_system_score_gemma":0.0001666597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004864609,"about_ca_topic_score_gemma":0.0001541515,"domain_scores_codex":[0.9979917,0.0003984016,0.00035535,0.000644141,0.0002092396,0.000401098],"domain_scores_gemma":[0.9981025,0.0007238012,0.0001583388,0.0005353976,0.0002888537,0.0001910525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001598655,0.0003532837,0.01704827,0.000004303867,0.00001919984,0.000002795231,0.04823851,7.65104e-8,0.008957603,0.8520789,0.001732897,0.0715482],"study_design_scores_gemma":[0.0005634717,0.0009976549,0.0376448,0.00009103322,0.00001126564,0.00002969487,0.01912103,0.0001537728,0.007913909,0.9300774,0.002795829,0.000600121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440245,0.0002393585,0.0008055359,0.1350551,0.003245036,0.0002909009,0.00000153166,0.0002740786,0.01606392],"genre_scores_gemma":[0.982791,0.000008045028,0.01277805,0.001057177,0.0006664164,0.0007814356,0.00005388408,0.00002449774,0.001839494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1387665,"threshold_uncertainty_score":0.9917825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0618142578449806,"score_gpt":0.4002672225937969,"score_spread":0.3384529647488164,"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."}}