{"id":"W4250381485","doi":"10.1007/978-3-319-16999-6_1350-1","title":"Scaffolding in Learning","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Scaffold; Psychology; Computer science; 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":[0.0004501709,0.0007298667,0.000401885,0.0008287264,0.001026563,0.003526898,0.0008219054,0.0009858467,0.01993227],"category_scores_gemma":[0.001697023,0.0002022106,0.0002342624,0.0009549115,0.002707809,0.004029924,0.001815473,0.002089481,0.005597885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366379,"about_ca_system_score_gemma":0.001181838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114646,"about_ca_topic_score_gemma":0.002223169,"domain_scores_codex":[0.9997067,0.0001020741,0.000008862193,0.00004674256,0.0001116028,0.00002407687],"domain_scores_gemma":[0.9992986,0.0004370679,0.00002792286,0.0001095939,0.00007903759,0.00004790207],"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":[0.00001348626,0.00004866715,0.00007208271,0.0001898074,0.000003467613,0.00003076227,0.001355294,0.0008488572,0.0002968251,0.7322742,0.05765704,0.2072094],"study_design_scores_gemma":[0.000004135667,0.00002111685,0.0002091226,0.0003503649,0.000003886845,0.00005603917,0.0003919567,0.0005784918,0.0003634248,0.4369556,0.5610592,0.000006682209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001573638,0.01127152,0.0167979,0.001583263,0.0007133915,0.00002323577,0.00003386429,0.0001745128,0.9678288],"genre_scores_gemma":[0.0862013,0.01887342,0.01473056,0.0008031285,0.001197397,0.0001821234,0.0001622934,0.0002974322,0.8775523],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01993227,"threshold_uncertainty_score":0.06668007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05706189533207429,"score_gpt":0.3675503334320288,"score_spread":0.3104884380999545,"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."}}