{"id":"W4282941682","doi":"10.1186/s12966-022-01294-0","title":"Play, Learn, and Teach Outdoors—Network (PLaTO-Net): terminology, taxonomy, and ontology","year":2022,"lang":"en","type":"review","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Agricultural Research Institute of Ontario; Dalhousie University; University of British Columbia; Children's Hospital of Eastern Ontario; Queen's University","funders":"Lawson Foundation; Medical Research Council; Federation for the Humanities and Social Sciences","keywords":"Terminology; Ontology; Taxonomy (biology); Computer science; Management science; Knowledge management; Data science; Epistemology; Linguistics; Engineering; Philosophy; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01322482,0.0008751295,0.0006576621,0.008197557,0.005263798,0.01089324,0.002896881,0.003237829,0.003369197],"category_scores_gemma":[0.01475312,0.0004419972,0.0008713648,0.01030789,0.02435734,0.01624493,0.008913709,0.003176256,0.0009471379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01397288,"about_ca_system_score_gemma":0.03300235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01674717,"about_ca_topic_score_gemma":0.01992244,"domain_scores_codex":[0.9853911,0.008075028,0.001818987,0.001367099,0.002588057,0.0007597099],"domain_scores_gemma":[0.9852574,0.007431061,0.002378746,0.0009350838,0.002583901,0.001413734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006092233,0.00005581545,0.004263566,0.004749136,0.00002477738,0.0003120254,0.06047404,0.001034725,0.0006237649,0.8076474,0.02110255,0.09965122],"study_design_scores_gemma":[0.0000155923,0.00007759123,0.005856056,0.01869499,0.000046595,0.0009182586,0.08309668,0.001316398,0.0003789699,0.2174689,0.6720486,0.00008129964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.06734377,0.09306142,0.2131721,0.0788723,0.005258338,0.003014629,0.002294387,0.000429639,0.5365534],"genre_scores_gemma":[0.6475945,0.0904904,0.1925817,0.01353215,0.0009598754,0.01003242,0.004510688,0.0004514348,0.03984686],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01674717,"threshold_uncertainty_score":0.1013808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206326522757924,"score_gpt":0.441349947933271,"score_spread":0.3207172956574787,"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."}}