{"id":"W3193738334","doi":"10.1177/13684302211035438","title":"Climate change: An increase in norms for inclusion predicts greater fit and commitment for women in STEM","year":2021,"lang":"en","type":"article","venue":"Group Processes & Intergroup Relations","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta; Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Normative; Attrition; Organizational commitment; Social psychology; Inclusion (mineral); Perception; Value (mathematics); Normative social influence; Structural equation modeling; Organizational culture; Developmental psychology; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001143035,0.0001159784,0.0001928126,0.0001317722,0.0007426625,0.00008403223,0.0001640311,0.0001339597,0.00004230659],"category_scores_gemma":[0.0002380865,0.0001182071,0.00003376024,0.0003884405,0.00007462985,0.0008824884,0.0003314193,0.0001064602,0.000002719895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346195,"about_ca_system_score_gemma":0.0001022671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007878425,"about_ca_topic_score_gemma":0.02998767,"domain_scores_codex":[0.9986262,0.0001451949,0.0002738929,0.0003323791,0.0001746829,0.0004476212],"domain_scores_gemma":[0.9992523,0.0002085184,0.00008639014,0.0001286565,0.0001742215,0.0001499734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003618402,0.0008663984,0.4972116,0.0009223171,0.00003139901,0.00001120512,0.4715018,0.0000256157,0.00004147689,0.01928701,0.0001372738,0.009602073],"study_design_scores_gemma":[0.01062491,0.001721563,0.5363928,0.00125194,0.000135875,0.000007748315,0.3039037,0.004573201,0.0002627006,0.09810042,0.04164897,0.00137611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947671,0.0002191134,0.0008439221,0.001534923,0.0001277975,0.001026681,0.0001777286,0.00004530961,0.001257391],"genre_scores_gemma":[0.9978693,0.0001699258,0.0004268081,0.0002689102,0.00008337013,0.0006712537,0.0001171569,0.00000989328,0.0003833991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1675981,"threshold_uncertainty_score":0.9877125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043049259951654,"score_gpt":0.3191657021640878,"score_spread":0.2148607761689225,"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."}}