{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002549506,0.0001990717,0.0002923498,0.0002090698,0.0001837,0.00004631981,0.0002516236,0.00005346233,0.00001412205],"category_scores_gemma":[0.00003303543,0.0001711762,0.00002044924,0.0005126395,0.00003487833,0.0002236646,0.00006222382,0.0001238032,0.000151826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889488,"about_ca_system_score_gemma":0.00001214473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002405359,"about_ca_topic_score_gemma":0.0001109338,"domain_scores_codex":[0.9985839,0.0000665296,0.0002604027,0.0005799133,0.0002490425,0.0002602543],"domain_scores_gemma":[0.9988939,0.00008994337,0.0001372355,0.0007472906,0.00009835964,0.00003333788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004111109,0.000286002,0.9523546,0.0000322877,0.0002338406,0.00003173417,0.004685297,0.0001364439,0.00009326905,0.0003360141,0.01344442,0.02795502],"study_design_scores_gemma":[0.0009726755,0.0004026914,0.9929439,0.0003083432,0.00003891367,0.000001914764,0.001819273,0.000200121,0.0001670596,0.00008418752,0.002866311,0.0001945657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691866,0.00125587,0.000953678,0.001357701,0.00231583,0.0009939668,0.000006027499,0.0001681151,0.0237622],"genre_scores_gemma":[0.9924181,0.0002898046,0.001250085,0.00002557416,0.0006195984,0.0001086003,0.00002537511,0.00001979116,0.005243144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04058938,"threshold_uncertainty_score":0.6980364,"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."}}