{"id":"W3134589981","doi":"10.1177/016146812112300301","title":"#Playrevolution: Engaging Equity through the Power of Play","year":2021,"lang":"en","type":"article","venue":"Teachers College Record The Voice of Scholarship in Education","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Equity (law); Pedagogy; Conversation; Prosocial behavior; Publishing; Storytelling; Public relations; Media studies; Psychology; Political science; Narrative; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002350959,0.00009159977,0.0001623494,0.00007921671,0.0003616397,0.00004108153,0.0005481807,0.0001344126,0.0001110663],"category_scores_gemma":[0.002378095,0.00006895523,0.00006863324,0.001228885,0.0003859111,0.0005032661,0.0001408488,0.0004621505,0.0000118977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696502,"about_ca_system_score_gemma":0.001580548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007010627,"about_ca_topic_score_gemma":0.002605826,"domain_scores_codex":[0.9983583,0.0005345777,0.0003468155,0.0001851215,0.0003512548,0.0002239054],"domain_scores_gemma":[0.9986331,0.0005663497,0.0002258633,0.0003370548,0.0002083044,0.00002929788],"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":[0.00006729081,0.0009539109,0.2061383,0.00004269111,0.00007992634,0.00000235726,0.1772988,0.000008525075,0.0008699665,0.5236399,0.006348331,0.0845499],"study_design_scores_gemma":[0.0005096734,0.00005028565,0.2644556,0.0003099946,0.00003908003,0.000008756247,0.372302,0.000003484128,0.003031241,0.1612818,0.1976989,0.0003090897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931667,0.001391448,0.0000223555,0.01010901,0.0008177307,0.0002768957,0.000004319346,0.00002870916,0.0941829],"genre_scores_gemma":[0.9966158,0.0002080161,0.0007957253,0.000196462,0.00007451396,0.00002326286,0.000004272114,0.000007521698,0.002074393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3623581,"threshold_uncertainty_score":0.2846974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04669447223663152,"score_gpt":0.354150490576053,"score_spread":0.3074560183394215,"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."}}