{"id":"W36152090","doi":"10.1007/978-1-4020-3803-7_11","title":"Re-situating Constructionism","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Situated; Constructionism; Sociology; Strict constructionism; Epistemology; TRACE (psycholinguistics); Situated cognition; Computer science; Artificial intelligence; Philosophy","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":[0.002205802,0.0007563972,0.000630244,0.001465415,0.002488469,0.005943489,0.001657921,0.001566859,0.0124367],"category_scores_gemma":[0.003337932,0.0004798775,0.0005171682,0.001330492,0.02135422,0.01181167,0.004576522,0.007039419,0.002119496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003962176,"about_ca_system_score_gemma":0.002328993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001833483,"about_ca_topic_score_gemma":0.003581836,"domain_scores_codex":[0.9975008,0.001567104,0.00006028836,0.0002850218,0.0004328212,0.0001538958],"domain_scores_gemma":[0.9978478,0.001129223,0.0000579159,0.000681853,0.0002192136,0.00006399136],"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":[0.000003501311,0.000003906933,0.00002342604,0.00002326244,0.000001375978,0.0000174382,0.003271286,0.00008088528,0.0001133649,0.9877852,0.001772475,0.006903952],"study_design_scores_gemma":[0.000005882576,0.000007048079,0.00006446704,0.0000895745,0.000005483566,0.0001335626,0.002223714,0.0005160143,0.0005938476,0.8208852,0.175468,0.000007193571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01155807,0.00317989,0.1574973,0.008757911,0.001182516,0.00004517249,0.00005959961,0.0003532776,0.8173663],"genre_scores_gemma":[0.6718818,0.003490952,0.05741847,0.001529885,0.0008486388,0.0001718053,0.000247957,0.001712468,0.2626981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0124367,"threshold_uncertainty_score":0.04160488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04628442628322855,"score_gpt":0.2771222878831008,"score_spread":0.2308378615998723,"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."}}