{"id":"W2025334073","doi":"10.1007/s12124-012-9221-z","title":"Constructivism Contested: Implications of a Genetic Perspective in Psychology","year":2012,"lang":"en","type":"article","venue":"Integrative Psychological and Behavioral Science","topic":"Social Representations and Identity","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Constructivism (international relations); Epistemology; Dialectic; Negation; Enactivism; Hegelianism; Psychology; Sociology; Autopoiesis; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003117673,0.0001231956,0.0002134424,0.000195499,0.0001166935,0.00002107632,0.0002602735,0.00009951293,0.000425943],"category_scores_gemma":[0.0001151675,0.00008814545,0.00005043842,0.0009567532,0.002778932,0.0002312653,0.00005698788,0.0002248137,0.00003317645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005508893,"about_ca_system_score_gemma":0.00001980693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096645,"about_ca_topic_score_gemma":0.000105344,"domain_scores_codex":[0.9986464,0.0001293301,0.0002826163,0.0004270429,0.0001420384,0.0003725309],"domain_scores_gemma":[0.9991959,0.00008891601,0.0001171174,0.0002275933,0.0002266722,0.0001437987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003224594,0.001083813,0.8508173,4.508095e-7,0.000003960948,0.000002289895,0.004389358,2.97947e-8,0.01212671,0.09494241,0.0001029045,0.03649849],"study_design_scores_gemma":[0.0003770791,0.0002786381,0.97104,0.0000061116,0.000009839023,0.00005323215,0.008936953,4.922453e-7,0.0001212609,0.01902206,0.00005422645,0.0001001834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636597,0.0004409252,0.0006800166,0.0003777864,0.0003864948,0.0002671379,0.00001692399,0.00001846643,0.03415257],"genre_scores_gemma":[0.9986038,0.00002516434,0.001025642,0.000129489,0.00003437486,0.00009214255,7.870326e-7,0.000003858578,0.00008477455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202226,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251244512981849,"score_gpt":0.5082899432346423,"score_spread":0.3831654919364574,"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."}}