{"id":"W2059343214","doi":"10.2478/v10240-012-0017-y","title":"Incorporation of learning strategies into adult distance learning","year":2008,"lang":"en","type":"article","venue":"Studies for the Learning Society","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association for the Study of Adult Education","funders":"","keywords":"Psychology; Experiential learning; Mathematics education; Cooperative learning; Cognition; Learning sciences; Distance education; Pedagogy; Teaching method","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001412904,0.0002048264,0.0003716311,0.00003184459,0.006697736,0.0000606912,0.000287519,0.0001339292,0.00001489941],"category_scores_gemma":[0.002586714,0.0001613714,0.0003488823,0.0004958598,0.001208998,0.0003871767,0.0001068089,0.0009571734,0.000008709858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430517,"about_ca_system_score_gemma":0.0003663698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003685083,"about_ca_topic_score_gemma":0.0005001579,"domain_scores_codex":[0.9978649,0.0004556165,0.0003857863,0.0003163466,0.0005156719,0.0004616642],"domain_scores_gemma":[0.9970439,0.001504929,0.0005325077,0.0001318617,0.0007356043,0.00005120414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001276997,0.00009547429,0.111691,0.0003810509,0.001009788,0.000003560317,0.6431153,0.1411755,0.0009628068,0.06184753,0.003025343,0.03656492],"study_design_scores_gemma":[0.0004515482,0.0002635047,0.001287498,0.00008855934,0.00008024099,0.000001161779,0.6643972,0.004136056,0.00007259702,0.0018839,0.3270789,0.000258844],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128383,0.008567348,0.058636,0.008824784,0.0008961972,0.001136459,0.00000312953,0.0008470493,0.008250724],"genre_scores_gemma":[0.9803992,0.006922813,0.004401023,0.00004401346,0.0005724715,0.0000590509,0.00001300875,0.00003179599,0.007556606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3240536,"threshold_uncertainty_score":0.9945954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946057737176589,"score_gpt":0.3547997250204149,"score_spread":0.315339147648649,"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."}}