{"id":"W1648349913","doi":"10.17615/ryv2-hk20","title":"Credentialing Standards for Teaching Outdoor Activities: An International Comparison","year":2019,"lang":"en","type":"book","venue":"Carolina Digital Repository (University of North Carolina at Chapel Hill)","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credentialing; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000273672,0.0005815443,0.00101237,0.0003796523,0.0006248578,0.0001063162,0.001027086,0.0006193827,0.0002092145],"category_scores_gemma":[0.00006697162,0.0007772368,0.0008167601,0.00007154459,0.0004214687,0.001117553,0.0003454609,0.0006542241,0.0000558664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908517,"about_ca_system_score_gemma":0.0007843912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002082298,"about_ca_topic_score_gemma":0.0001712185,"domain_scores_codex":[0.9966778,0.0001166282,0.0006195413,0.001130921,0.0009158952,0.0005391859],"domain_scores_gemma":[0.9967215,0.0002226348,0.001121687,0.0009633692,0.0006413462,0.0003294632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01651447,0.00428916,0.3410061,0.00301623,0.007635557,0.0006193125,0.2318179,0.001208944,0.0009128143,0.009692739,0.2789895,0.1042973],"study_design_scores_gemma":[0.003455605,0.001356161,0.02160168,0.0003826897,0.0008550502,0.0001830358,0.01165985,0.001070851,0.00008696048,0.0001604504,0.9573846,0.001803108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5969089,0.0002998734,0.00110818,0.00003530688,0.0124716,0.0009349849,0.003206887,0.000166093,0.3848681],"genre_scores_gemma":[0.6003442,0.00001331609,0.00008413308,0.00001883945,0.001054414,0.000004042462,0.002054745,0.00008365275,0.3963426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6783951,"threshold_uncertainty_score":0.9994678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503636823317455,"score_gpt":0.2880759940298697,"score_spread":0.2730396257966952,"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."}}