{"id":"W7028601003","doi":"","title":"An examination of environmental practices used in commercial sea kayaking in British Columbia","year":2012,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wilderness; Context (archaeology); Wilderness area; Tourism; Quality (philosophy); Sample (material); Inclusion (mineral); Participant observation; Ecosystem services; Environmental impact assessment","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007074004,0.000132366,0.0003836679,0.00006258861,0.0001765038,0.0007328406,0.0003669102,0.0002645759,0.09499257],"category_scores_gemma":[0.000031446,0.0003623833,0.00008104353,0.0006167897,0.0001366283,0.003016985,0.00008712939,0.0005791807,0.00002053127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013522,"about_ca_system_score_gemma":0.0001516409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1447944,"about_ca_topic_score_gemma":0.7424645,"domain_scores_codex":[0.9963309,0.0009164303,0.000651228,0.0005244664,0.0002827943,0.001294228],"domain_scores_gemma":[0.9988074,0.0001804163,0.0004675948,0.0003634266,0.000009730078,0.0001714061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000287775,0.002009744,0.8660511,0.00001532243,0.00003001021,0.00002574898,0.002107023,0.00001059773,0.00001916679,0.0004298311,0.009514572,0.1197581],"study_design_scores_gemma":[0.001436122,0.0003462957,0.986068,0.0001127198,0.00002356427,0.000119647,0.001532836,0.0001170241,0.000007868916,0.003217655,0.006650343,0.000368001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737447,0.002786787,0.000001615571,0.00004393435,0.0009696412,0.0006607252,0.00004285101,0.00007853067,0.0216712],"genre_scores_gemma":[0.9962358,0.0003049,0.0001239458,0.0002441272,0.0009142762,0.0002129166,0.000574535,0.00008255477,0.001306977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5976701,"threshold_uncertainty_score":0.9998828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110952471912571,"score_gpt":0.2639889150552821,"score_spread":0.2528793903361564,"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."}}