{"id":"W4386420834","doi":"10.1080/14729679.2023.2254861","title":"From McDonaldization to place-based experience: revitalizing outdoor education in Ireland","year":2023,"lang":"en","type":"article","venue":"Journal of Adventure Education & Outdoor Learning","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Camosun College","funders":"Munster Technological University","keywords":"Outdoor education; Rationalisation; Irish; Sociology; Place-based education; Pedagogy; Conversation; Environmental education","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007653132,0.0002565056,0.0003699537,0.001145757,0.000177002,0.0001296765,0.000324096,0.0002045188,0.001402611],"category_scores_gemma":[0.001044695,0.000259062,0.0001696617,0.001463098,0.00003535459,0.0004477641,0.00003176455,0.0006198551,0.0004659892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003775271,"about_ca_system_score_gemma":0.00156886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004568505,"about_ca_topic_score_gemma":0.00003242804,"domain_scores_codex":[0.9973227,0.0003935665,0.0009739402,0.0004151855,0.0005040054,0.0003905501],"domain_scores_gemma":[0.9979466,0.0002199488,0.000777541,0.0003061528,0.0004601896,0.0002895492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009391051,0.002451375,0.2786842,0.0001126874,0.0001204086,0.00002146609,0.359497,0.0166155,0.008134414,0.0008430165,0.1453501,0.1872308],"study_design_scores_gemma":[0.001593215,0.0003928142,0.4306026,0.001175276,0.0000952446,0.00003692491,0.2085109,0.0003274232,0.0006953408,0.0004959209,0.3554243,0.0006501597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781533,0.001003284,0.001137032,0.004273758,0.01359983,0.0003791088,0.000003917961,0.00007016589,0.001379557],"genre_scores_gemma":[0.9889016,0.00003431948,0.001318082,0.0008988419,0.002927028,0.0001065167,0.000206575,0.00005759242,0.005549464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2100742,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409734153925196,"score_gpt":0.371564973222936,"score_spread":0.357467631683684,"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."}}