{"id":"W2936967496","doi":"","title":"Action Research to Improve Young Children's Outdoor Play through Supports from and Conferences among Outside Professionals and Inside Faculty Members","year":2017,"lang":"en","type":"article","venue":"Early childhood education","topic":"Child Therapy and Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Action (physics); Young professional; Action research; Psychology; Medical education; Pedagogy; Public relations; Medicine; Political science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005115314,0.0002173349,0.0002333269,0.0001308372,0.0009791267,0.0003998667,0.0002381056,0.0001972551,0.0003719347],"category_scores_gemma":[0.0001641892,0.0001925087,0.00003453425,0.00007573349,0.0001847436,0.0006329712,0.0001479502,0.0004184968,0.0000730676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005784888,"about_ca_system_score_gemma":0.0004471763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01638942,"about_ca_topic_score_gemma":0.001638231,"domain_scores_codex":[0.9980816,0.0001840329,0.0003034353,0.000703225,0.0003514991,0.0003761851],"domain_scores_gemma":[0.9987559,0.0000973628,0.0002267813,0.0005598334,0.0001444909,0.0002155952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005527361,0.0003638511,0.7788407,0.000003567419,0.000152543,0.000001571882,0.1697625,1.356481e-7,0.0001753963,0.0007474204,0.007515728,0.04238129],"study_design_scores_gemma":[0.0006286125,0.0001139746,0.9875336,0.0001013542,0.00001767794,0.00000932615,0.006095447,1.693985e-7,0.0008550671,0.003603983,0.0008035999,0.0002372103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986422,0.0001604374,0.00001329759,0.003592847,0.002114044,0.001081802,0.00006875923,0.00004361758,0.006503197],"genre_scores_gemma":[0.9960692,0.00003825428,0.0005010918,0.000442702,0.0005604145,0.0001950857,0.0001977469,0.00002555458,0.001969983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2086929,"threshold_uncertainty_score":0.9901605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05710266374457228,"score_gpt":0.4093199956490219,"score_spread":0.3522173319044496,"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."}}