{"id":"W1914452185","doi":"10.21432/t2989z","title":"Constructivism, Education, Science, and Technology","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructivism (international relations); Social constructivism; Epistemology; Natural science; Cybernetics; Sociology; Context (archaeology); Social science; Political science; Philosophy; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01170231,0.0007026715,0.0008347398,0.004262066,0.00187108,0.01088425,0.0009973533,0.002124432,0.00290363],"category_scores_gemma":[0.008768915,0.0003125032,0.0004394624,0.0053868,0.04392876,0.00784087,0.003986286,0.005670927,0.0002846525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007184639,"about_ca_system_score_gemma":0.006477873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003821954,"about_ca_topic_score_gemma":0.002553086,"domain_scores_codex":[0.9836458,0.01186773,0.0004937703,0.0007212211,0.002821155,0.0004503052],"domain_scores_gemma":[0.9814453,0.01470032,0.0008295451,0.0009761502,0.001471323,0.0005773623],"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":[0.00001345506,0.00001863575,0.000699398,0.0003497826,0.0000313931,0.0000426605,0.005159589,0.0004306422,0.00007380958,0.9752134,0.001927515,0.01603978],"study_design_scores_gemma":[0.000009141846,0.00001512467,0.000623544,0.0005413664,0.000008746885,0.00008716503,0.003305233,0.0005087536,0.0001393881,0.9514357,0.04331585,0.000009889266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04248708,0.3009029,0.149035,0.1479729,0.001980963,0.0002475149,0.0002238774,0.0002560657,0.3568938],"genre_scores_gemma":[0.9090135,0.05601946,0.02084913,0.005810909,0.001434892,0.0002926883,0.0001036247,0.0000727461,0.006403095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9981289,"threshold_uncertainty_score":0.06188852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613940118525717,"score_gpt":0.2999645731516113,"score_spread":0.2838251719663542,"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."}}