{"id":"W4292014163","doi":"10.1159/000526400","title":"Conceptual Commitments of Constructivism in an Age when Truth Matters","year":2022,"lang":"en","type":"article","venue":"Human Development","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Epistemology; Constructivism (international relations); Sociology; Objectivity (philosophy); Scholarship; Historicity (philosophy); Constructivist teaching methods; Relativism; Teaching method; Politics; Philosophy; Political science; International relations; Pedagogy; Law","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":[0.0003564941,0.000171749,0.0002848516,0.0002037302,0.0002419611,0.00001477909,0.000310219,0.0000365189,0.008680321],"category_scores_gemma":[0.00000432753,0.0001881874,0.00003654947,0.0001134047,0.0001555165,0.00004670356,0.0002231433,0.0002854831,0.00005941141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130006,"about_ca_system_score_gemma":0.00008742446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000044016,"about_ca_topic_score_gemma":0.00003315281,"domain_scores_codex":[0.9982719,0.0002265585,0.000478163,0.000389152,0.0003149652,0.0003192849],"domain_scores_gemma":[0.9994795,0.00004223042,0.0001580142,0.0002271164,0.00001736528,0.00007575403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003028811,0.00211061,0.5283909,0.00003284992,0.0003043049,0.0005306943,0.2980527,0.00004791219,0.001757144,0.1323149,0.01549013,0.020665],"study_design_scores_gemma":[0.002567731,0.0002648904,0.9155182,0.00002474233,0.00000573434,0.00001842722,0.009084085,8.039939e-7,0.0002087456,0.0005322848,0.07146416,0.0003101877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888821,0.00003533017,0.000009046101,0.00009580344,0.0003175647,0.0002376349,0.000006225277,0.00004615001,0.01037018],"genre_scores_gemma":[0.9957882,2.792393e-7,0.00142582,0.000645995,0.00002078622,0.0001142613,0.00009774671,0.0000243832,0.001882507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871273,"threshold_uncertainty_score":0.9922259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255801583753131,"score_gpt":0.3048938508486386,"score_spread":0.2523358350111072,"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."}}