{"id":"W4391742645","doi":"10.1177/09567976231221534","title":"Unlocking the Benefits of Gender Diversity: How an Ecological-Belonging Intervention Enhances Performance in Science Classrooms","year":2024,"lang":"en","type":"article","venue":"Psychological Science","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"Institute of Education Sciences; National Science Foundation","keywords":"Diversity (politics); Belongingness; Psychology; Intervention (counseling); Gender diversity; Institution; Social psychology; Developmental psychology; Ecology; Sociology; Social 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003777088,0.0001455977,0.0001701824,0.0003420413,0.0006292507,0.0001968577,0.00138287,0.00009402885,0.001272614],"category_scores_gemma":[0.0001573104,0.00008883089,0.00006759715,0.00299023,0.002426652,0.0008776539,0.0003974655,0.0003425959,0.00004111289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037506,"about_ca_system_score_gemma":0.000029986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001727361,"about_ca_topic_score_gemma":0.00001386832,"domain_scores_codex":[0.997431,0.000102612,0.0003049145,0.0009025344,0.0006892379,0.0005697092],"domain_scores_gemma":[0.9991066,0.0001322453,0.0001219983,0.0004108827,0.000110738,0.0001174909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005052941,0.001074042,0.5608122,0.00003309823,0.00001086706,0.00003151473,0.01639987,0.0003722286,0.002788354,0.09896752,0.00009425348,0.3193655],"study_design_scores_gemma":[0.0001605776,0.0002834488,0.9943765,0.00005278857,0.00000466559,0.00001927295,0.002643944,0.0006666547,0.0002626029,0.0009876847,0.0004052934,0.0001366038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980447,0.0002625258,0.0006927113,0.0005201236,0.00154147,0.0002202834,0.000001806612,0.00009295272,0.01622115],"genre_scores_gemma":[0.9991419,0.00004393293,0.0002186224,0.0002730031,0.00005966705,0.00002056928,0.000001068985,0.000004359796,0.0002368887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4335642,"threshold_uncertainty_score":0.9996403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07380603344224029,"score_gpt":0.3608115266411506,"score_spread":0.2870054931989103,"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."}}