{"id":"W7028646846","doi":"","title":"Evaluating weight inclusivity in physical activity: Environmental scans of virtual resources and physical spaces","year":2023,"lang":"en","type":"article","venue":"","topic":"Engineering and Materials Science Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Diversity (politics); Physical activity; General partnership; Class (philosophy); Quality (philosophy); Inclusion (mineral)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001649515,0.0001033801,0.0001927154,0.0000753916,0.00004062134,0.00001304132,0.00005927505,0.00001972599,0.000003895444],"category_scores_gemma":[0.0000216695,0.00008810496,0.00002231385,0.000159065,0.00009343561,0.0001067164,0.0001413888,0.00006519992,0.000007883231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002360133,"about_ca_system_score_gemma":0.000002830686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002602705,"about_ca_topic_score_gemma":0.00001045368,"domain_scores_codex":[0.9994176,0.00001929718,0.00006536072,0.0001359275,0.0001827126,0.0001790911],"domain_scores_gemma":[0.99977,0.0001062046,0.00001233973,0.00007838812,0.000002202592,0.00003083994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005785517,0.00004809083,0.001019243,0.00004690394,0.00001392951,0.000002036512,0.005647306,0.06648682,0.9176896,0.00009945889,0.0000340092,0.008906796],"study_design_scores_gemma":[0.0003006914,0.0001257945,0.08155384,0.00003741671,0.00001153691,0.000001078374,0.001157896,0.7575768,0.1588104,0.0001559081,0.00006162257,0.0002069811],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992062,0.00001847076,0.00006445254,0.00003902607,0.00008005465,0.00005837878,0.000009486959,0.0001511673,0.0003727324],"genre_scores_gemma":[0.9997252,0.00003718089,0.00008309774,0.0000013584,0.00007713029,0.000009878013,7.889232e-7,0.0000111305,0.0000542563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7588792,"threshold_uncertainty_score":0.3592816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491196459930621,"score_gpt":0.2679805389780325,"score_spread":0.2530685743787263,"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."}}