{"id":"W3010923071","doi":"10.1371/journal.pone.0230447","title":"Development of the Physical Literacy Environmental Assessment (PLEA) tool","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Friends For Life; McMaster University","funders":"McMaster University","keywords":"Plea; Recreation; Literacy; Psychology; Medical education; Medicine; Pedagogy; 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":[0.00004518377,0.0001478645,0.0002447115,0.00001256539,0.00007923592,0.00001198382,0.0002623909,0.00003412002,0.000715482],"category_scores_gemma":[0.000007590255,0.0001070373,0.00008985168,0.00009725524,0.0000587084,0.0000470516,0.0002220509,0.0001915065,0.0003295248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006201109,"about_ca_system_score_gemma":0.0000513756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001566579,"about_ca_topic_score_gemma":2.442222e-7,"domain_scores_codex":[0.9987299,0.0000500784,0.0002674344,0.0002900914,0.000453056,0.0002093667],"domain_scores_gemma":[0.9995147,0.00004006889,0.00009780447,0.0002487435,0.00001128846,0.00008737513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002012715,0.02627764,0.04965497,0.0001715192,0.002285488,0.00001089951,0.07334279,0.000002530863,0.7493508,0.006747496,0.001686279,0.09026827],"study_design_scores_gemma":[0.001126071,0.0001515761,0.8853071,0.00008176747,0.0001100566,7.62177e-7,0.0002168765,0.0001365561,0.1043249,0.0002167443,0.007994216,0.0003332993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955822,0.00001611593,0.0000605669,0.001056186,0.00006035124,0.000365894,0.00002355231,0.00003034678,0.002804818],"genre_scores_gemma":[0.9919384,0.00000158414,0.006514763,0.0007409268,0.0002096995,0.00007273847,0.0000226666,0.00001787585,0.0004813949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8356522,"threshold_uncertainty_score":0.7834026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398925290849299,"score_gpt":0.2655782239235024,"score_spread":0.2315889710150095,"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."}}