{"id":"W7132960126","doi":"","title":"An Exploration of Science Identity: A Case Study of a Science Centre Program for Middle School Youth","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Science education; Positive Youth Development; Futures contract; Field (mathematics); Identity (music); Developmental Science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005497121,0.000624489,0.0008948824,0.00248352,0.03972493,0.006074456,0.00280328,0.002906444,0.002344286],"category_scores_gemma":[0.005292201,0.0006005808,0.0008761817,0.002118734,0.009654935,0.003070406,0.009994864,0.004559636,0.000331593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01167105,"about_ca_system_score_gemma":0.01400985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0708498,"about_ca_topic_score_gemma":0.212981,"domain_scores_codex":[0.9939242,0.002995725,0.0001180994,0.0004592749,0.0006160492,0.001886621],"domain_scores_gemma":[0.9963043,0.0009056407,0.0003101674,0.0001608388,0.0004561815,0.001862823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003233168,0.0004026948,0.01517499,0.0000632907,0.000007390028,0.005113173,0.9670794,0.00003130474,0.0006053608,0.002182672,0.001020562,0.008286758],"study_design_scores_gemma":[0.000005876032,0.0001160128,0.004857598,0.00006113,0.00001065427,0.001104578,0.9792184,0.00007205782,0.0003292627,0.0003325751,0.01388024,0.00001158607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914379,0.0002479369,0.0005802733,0.001751151,0.00006053974,0.0001107833,0.00003276025,0.00002055081,0.005758185],"genre_scores_gemma":[0.9949247,0.0003934999,0.001203654,0.0004407744,0.0000232381,0.00008312208,0.00003088016,0.000023007,0.00287708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9602751,"threshold_uncertainty_score":0.1408748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238290240334274,"score_gpt":0.4251045140842327,"score_spread":0.3012754900508053,"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."}}