{"id":"W7065698243","doi":"","title":"An exploratory study of post-secondary outdoor leadership training in Canada","year":2021,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Training (meteorology); Exploratory research; Promotion (chess); Adventure; Exploratory analysis; Outdoor education; Tourism; Publicity; Adventure education","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":[0.0001036993,0.0002747841,0.0004620091,0.000466044,0.00004898172,0.00001558241,0.0003479078,0.0001381187,0.0003472859],"category_scores_gemma":[0.00001125334,0.0003945722,0.00006534514,0.0005235697,0.00001285636,0.0001731054,0.00001348091,0.0005520455,0.000001071824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005259432,"about_ca_system_score_gemma":0.002056813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1516393,"about_ca_topic_score_gemma":0.9992775,"domain_scores_codex":[0.998481,0.0001462073,0.000305948,0.0003667895,0.0003542484,0.000345747],"domain_scores_gemma":[0.9992376,0.00002484846,0.0000898498,0.0003784883,0.0001376785,0.0001315418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009604251,0.00287196,0.01581831,0.00703388,0.002341244,0.003488924,0.730566,0.01016902,0.07309844,0.0001826398,0.001051625,0.1524176],"study_design_scores_gemma":[0.001434643,0.0003547436,0.01772067,0.0002729983,0.0001682083,0.000001215443,0.9765459,0.0002060387,0.002431287,0.000003184604,0.000377718,0.0004834476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950481,0.0005988302,0.00001390024,0.000004753501,0.0006682014,0.0003143573,0.00002876385,0.00005220712,0.003270879],"genre_scores_gemma":[0.9979926,0.00001662499,0.00002761624,0.000008806349,0.00002564938,0.000001843082,0.0006925922,0.00003891888,0.001195355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8476382,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922645620569883,"score_gpt":0.1996037889018192,"score_spread":0.1703773326961204,"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."}}