{"id":"W3163060748","doi":"10.1080/14927713.2021.1922092","title":"Exploring the role of peer-assisted learning for professional preparation in recreation","year":2021,"lang":"en","type":"article","venue":"Leisure/Loisir","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Faculty of Graduate Studies, Dalhousie University; Dalhousie University","keywords":"Recreation; Psychology; Engineering ethics; Medical education; Political science; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0107369,0.000362924,0.0002773558,0.0007674115,0.003396427,0.005137234,0.002063388,0.001108913,0.002912887],"category_scores_gemma":[0.02063616,0.0002281618,0.0003784005,0.0004097912,0.003610292,0.002767,0.004538442,0.001560743,0.0003584853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297879,"about_ca_system_score_gemma":0.005533739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033398,"about_ca_topic_score_gemma":0.003970257,"domain_scores_codex":[0.9889158,0.008882036,0.0001359006,0.0003176076,0.0009682594,0.0007804102],"domain_scores_gemma":[0.9773129,0.01639506,0.001289011,0.0008290182,0.001326184,0.002847872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002266556,0.004233059,0.03334057,0.001153113,0.00006400658,0.001644839,0.5148659,0.0006441107,0.00522729,0.009945162,0.001901143,0.4267542],"study_design_scores_gemma":[0.0001221906,0.004963516,0.0615717,0.001384521,0.0001027995,0.002542576,0.8358018,0.004176831,0.004792433,0.01366532,0.07075989,0.0001164381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508103,0.0006409102,0.008127113,0.002313624,0.00005168538,0.0004916497,0.00001073941,0.00005358594,0.03750048],"genre_scores_gemma":[0.9907376,0.0004317478,0.006470288,0.000114677,0.00001406993,0.0001026368,0.000005427858,0.000008928924,0.002114674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0107369,"threshold_uncertainty_score":0.05678284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167497082015187,"score_gpt":0.4303152478984393,"score_spread":0.3135655396969207,"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."}}