{"id":"W2153387941","doi":"10.1016/s0361-476x(02)00057-7","title":"Exploring adolescent decision making about equity: Ill-structured problem solving in social studies","year":2003,"lang":"en","type":"article","venue":"Contemporary Educational Psychology","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Psychology; Equity (law); Social psychology; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008968252,0.0003749243,0.0003579321,0.001231663,0.001387496,0.005976247,0.001196972,0.0016123,0.002167294],"category_scores_gemma":[0.03021027,0.0002558225,0.0004014194,0.0009333796,0.006203667,0.006503742,0.002724205,0.002322358,0.00008366644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540065,"about_ca_system_score_gemma":0.00267091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914523,"about_ca_topic_score_gemma":0.003005653,"domain_scores_codex":[0.994789,0.004181748,0.0001264865,0.000285175,0.0003368252,0.0002807541],"domain_scores_gemma":[0.9543281,0.04020118,0.002353239,0.0009433411,0.0009370355,0.001237091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000100446,0.0007787863,0.05352559,0.0003524424,0.00009442103,0.0004548169,0.08557744,0.005966079,0.0007096105,0.7567751,0.001116357,0.09454893],"study_design_scores_gemma":[0.00002971477,0.0000723695,0.009040836,0.0002842206,0.00003758026,0.0001406629,0.05634482,0.01577247,0.0009977714,0.9119809,0.005281521,0.0000171345],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703818,0.001295277,0.09236752,0.00935611,0.00005754885,0.0001209767,0.00002727631,0.00001711564,0.02637647],"genre_scores_gemma":[0.9880722,0.0002947976,0.01100984,0.0001278937,0.00001345354,0.00004354124,0.00001048506,0.000003502809,0.0004243416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008968252,"threshold_uncertainty_score":0.0474292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4003084597299359,"score_gpt":0.4888608494230823,"score_spread":0.08855238969314638,"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."}}