{"id":"W4200342861","doi":"10.1177/14778785211057485","title":"Using social domain theory to seek critical consciousness with young children","year":2021,"lang":"en","type":"article","venue":"Theory and Research in Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Critical consciousness; Consciousness; Critical theory; Psychology; Construct (python library); Epistemology; Sociology; Social psychology; Pedagogy; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.006759925,0.00006594973,0.00009332084,0.0001935234,0.001105565,0.0001802201,0.0001144254,0.00006934996,0.0002341615],"category_scores_gemma":[0.0008753539,0.00006001215,0.00001326982,0.0007510438,0.0006466444,0.000156117,0.00005067136,0.0002450497,0.0000194249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932672,"about_ca_system_score_gemma":0.004374243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003925519,"about_ca_topic_score_gemma":0.0005453764,"domain_scores_codex":[0.9959878,0.002869399,0.0001221887,0.0002449061,0.0004090052,0.0003666974],"domain_scores_gemma":[0.9986534,0.0007014042,0.00001567333,0.00009994544,0.0003362406,0.0001934065],"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":[0.00006502561,0.00019989,0.0147068,0.000009063293,0.000007878866,0.000002205892,0.1317253,8.967017e-7,0.0001058891,0.8406669,0.0002215515,0.01228858],"study_design_scores_gemma":[0.0001821979,0.00002402929,0.1590732,0.00009926323,0.000005135326,0.00001660838,0.2597782,3.344837e-7,0.0001678581,0.5788829,0.001616775,0.0001535526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743313,0.0003153347,0.0004763851,0.008023963,0.000314638,0.0002698217,0.000002085323,0.00001660905,0.01624984],"genre_scores_gemma":[0.9959688,0.0000435193,0.001914365,0.000375717,0.0004563658,0.00003173861,0.000007229132,0.000008809283,0.001193408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261784,"threshold_uncertainty_score":0.8503221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05398686154317792,"score_gpt":0.4542949943621216,"score_spread":0.4003081328189436,"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."}}