{"id":"W4416422945","doi":"10.1108/978-1-83662-624-420251008","title":"Conclusion","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Tourism; Desk; Scope (computer science); Reading (process); Perspective (graphical)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001851219,0.0005137324,0.0003332597,0.00102738,0.002683039,0.006173261,0.001478108,0.002298842,0.2076818],"category_scores_gemma":[0.007218353,0.0001790619,0.0005860952,0.001056475,0.001024433,0.003778851,0.002804953,0.002110431,0.0837374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003794652,"about_ca_system_score_gemma":0.004576359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008368574,"about_ca_topic_score_gemma":0.009453541,"domain_scores_codex":[0.997985,0.0003130262,0.00007416988,0.0004369965,0.0008039321,0.000386985],"domain_scores_gemma":[0.9974003,0.0002865332,0.0001120096,0.0002330671,0.001485279,0.0004828319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001443356,0.00007838039,0.003639789,0.0005461712,0.00001911061,0.0003369074,0.002967204,0.0002515172,0.0005499165,0.1388428,0.6679407,0.1846832],"study_design_scores_gemma":[0.000006681026,0.00001420353,0.001753103,0.0003674197,0.000006008226,0.000122752,0.002405329,0.00006371199,0.0002204337,0.0112191,0.9838149,0.000006367642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005775541,0.003589475,0.004833159,0.04427569,0.005973325,0.0001682605,0.001982188,0.0004295543,0.9329727],"genre_scores_gemma":[0.09232131,0.005245102,0.005306436,0.02810613,0.001520802,0.0002152166,0.003512738,0.0004883346,0.863284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7923182,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200929235378977,"score_gpt":0.3084804872896191,"score_spread":0.2864711949358293,"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."}}