{"id":"W7064153705","doi":"","title":"Beyond Backlash: Reducing Resistance and Generating Support in Response to Diversity Initiatives Through Opening Identity Tactics","year":2023,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Identity (music); Social identity approach; Diversity (politics); Social identity theory; Identity formation; Cultural identity; Social group","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008664716,0.0003602338,0.0003995111,0.0007000831,0.0005022342,0.0002757277,0.0006187673,0.0001552121,0.0005418926],"category_scores_gemma":[0.00001406232,0.0004915918,0.0001017588,0.001601019,0.0001441449,0.005412738,0.001683543,0.0003439035,0.0001595708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366025,"about_ca_system_score_gemma":0.0002284063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000217876,"about_ca_topic_score_gemma":0.0002576755,"domain_scores_codex":[0.9983526,0.0001234352,0.000173527,0.000639016,0.0002477176,0.0004636726],"domain_scores_gemma":[0.9991139,0.0001445029,0.0002201998,0.0002856866,0.00001932255,0.0002164042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003531805,0.0003103363,0.7060134,0.0002354715,0.0006988489,0.00176215,0.0122338,0.0002595721,0.0001528084,0.03625818,0.2360445,0.002499177],"study_design_scores_gemma":[0.002085487,0.0001091629,0.01663614,0.000699046,0.00009600553,0.000001557802,0.01156677,0.00004532951,0.0002390198,0.0002686908,0.9667819,0.001470893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2642596,0.00004173678,0.0003044151,0.0001085234,0.0002265193,0.0003723143,0.001295802,0.0004431688,0.7329479],"genre_scores_gemma":[0.411388,0.00006653773,0.001887522,0.00004216256,0.0001424487,2.677596e-7,0.0001888156,0.0002043569,0.5860799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7307374,"threshold_uncertainty_score":0.9997536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692145916070121,"score_gpt":0.2064412577927895,"score_spread":0.1895197986320883,"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."}}