{"id":"W1974825480","doi":"10.1080/10645570903203471","title":"Non-Compliance with On-Site Data Collection in Outdoor Recreation Monitoring","year":2009,"lang":"en","type":"article","venue":"Visitor Studies","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Recreation; Visitor pattern; Data collection; German; Geography; Sample (material); Population; Survey data collection; Survey methodology; Psychology; Advertising; Business; Medicine; Environmental health; Computer science; Statistics; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1555079,0.0004317159,0.000861505,0.001582734,0.001385289,0.002111722,0.00209665,0.001281759,0.002115486],"category_scores_gemma":[0.3066336,0.0006301177,0.0009563208,0.001995126,0.002707308,0.001672175,0.002731033,0.001688765,0.0005205143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713711,"about_ca_system_score_gemma":0.002179952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004013538,"about_ca_topic_score_gemma":0.00474289,"domain_scores_codex":[0.6672624,0.2460659,0.02646006,0.008524515,0.04737865,0.004308549],"domain_scores_gemma":[0.554321,0.2878835,0.07971109,0.05399272,0.02175311,0.002338714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004760076,0.0004556287,0.9465536,0.0003167294,0.0001379166,0.0001731378,0.008097633,0.00034304,0.0009492767,0.0006325105,0.001084413,0.04078018],"study_design_scores_gemma":[0.00003525003,0.00119171,0.98432,0.0003717901,0.0000569724,0.0005532432,0.004623253,0.001871263,0.002718121,0.0006360221,0.003580036,0.00004251649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853383,0.0003446932,0.005946403,0.0006872111,0.0001441118,0.000881943,0.0002669437,0.00005651784,0.006333783],"genre_scores_gemma":[0.9944582,0.0001123494,0.003276288,0.000371309,0.0000465173,0.0005399429,0.0002476614,0.0000282312,0.000919494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1555079,"threshold_uncertainty_score":0.822414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447995120834248,"score_gpt":0.421536888424016,"score_spread":0.2767373763405911,"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."}}