{"id":"W1517731149","doi":"10.7146/ocps.v8i2.2090","title":"Is Cultural-Historical Activity Theory Threatened to Fall Short of its Own Principles and Possibilities as a Dialectical Social Science?","year":2006,"lang":"en","type":"article","venue":"Outlines Critical Practice Studies","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dialectic; Politics; Sociology; Epistemology; Media studies; Political science; Law; 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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004212622,0.0002134938,0.000415932,0.0001726207,0.002250179,0.0002653487,0.0002403936,0.0001128751,0.00008011641],"category_scores_gemma":[0.1098221,0.0001729792,0.00007570736,0.0009530879,0.003111782,0.00183314,0.0002085672,0.0003822942,0.00003342683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004471655,"about_ca_system_score_gemma":0.0005095992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206324,"about_ca_topic_score_gemma":0.0002129949,"domain_scores_codex":[0.9966372,0.0009260911,0.0004144048,0.0005416233,0.0009506926,0.0005299365],"domain_scores_gemma":[0.9894821,0.006846291,0.0001502337,0.0001501846,0.003216362,0.0001548332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003809782,0.0006621512,0.003309828,0.00008957698,0.00008288157,0.000007077259,0.08112182,6.161135e-7,0.001348577,0.9076948,0.00174861,0.003553081],"study_design_scores_gemma":[0.0004742333,0.0007078077,0.04218664,0.0001056054,0.0004908391,0.00001855959,0.4077721,0.00001543196,0.003041751,0.02849057,0.5157602,0.0009363113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6532435,0.001320436,0.0001448825,0.1765891,0.001264392,0.0004573089,0.00000822721,0.0001215711,0.1668506],"genre_scores_gemma":[0.9890503,0.0001969587,0.001199154,0.001010001,0.0009989586,0.00004078598,5.638774e-7,0.00001329845,0.007489956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8792042,"threshold_uncertainty_score":0.9996012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2015430462591755,"score_gpt":0.514495511345581,"score_spread":0.3129524650864055,"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."}}