{"id":"W4400770503","doi":"10.29173/assert73","title":"Story of revision social studies units in the midst of racial isolation","year":2024,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isolation (microbiology); Social isolation; History; Psychology; Biology; Microbiology; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01313773,0.0001064952,0.0003645434,0.000295459,0.001328562,0.00002799389,0.0003783393,0.0001534969,0.00001288869],"category_scores_gemma":[0.01321741,0.0000895042,0.0001628229,0.001531586,0.003454169,0.0001824771,0.00008155891,0.0004820126,0.000001864214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506365,"about_ca_system_score_gemma":0.001223745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006274699,"about_ca_topic_score_gemma":0.0005711017,"domain_scores_codex":[0.995647,0.002165172,0.0004868038,0.0002171967,0.001061508,0.0004223626],"domain_scores_gemma":[0.9926537,0.004500363,0.0001727176,0.0001034873,0.002531701,0.00003799559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002701274,0.0001337253,0.0003400959,0.0003561339,0.0001546054,1.128219e-7,0.5667089,6.156989e-7,0.00003882586,0.3668049,0.04324646,0.02218862],"study_design_scores_gemma":[0.0001045204,0.0001070777,0.005770918,0.0001952376,0.00002755734,2.608659e-8,0.8820047,0.000008668841,0.00004308393,0.06107679,0.05057669,0.00008466036],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8850158,0.0203087,0.00001729878,0.08419084,0.0008697194,0.001339238,0.00006355477,0.00002780711,0.008167072],"genre_scores_gemma":[0.9952341,0.002847336,0.00007001757,0.00009415004,0.0007866654,0.0001237154,0.00001050017,0.00001345529,0.0008200062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3152958,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5524241718016296,"score_gpt":0.6404959656200919,"score_spread":0.08807179381846231,"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."}}