{"id":"W4390119090","doi":"10.1007/978-3-031-47052-3_6","title":"Conclusion","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in well-being and quality of life research","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Obligation; Amateur; Variety (cybernetics); Sociology; Work (physics); Latin Americans; Psychology; Social psychology; Public relations; Political science; Epistemology; Law; Engineering; Computer science; Philosophy; Artificial intelligence","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":[0.002550817,0.0004788716,0.0002986866,0.001092684,0.001893075,0.004907173,0.00152189,0.001732003,0.3403092],"category_scores_gemma":[0.01150215,0.0001479039,0.0005895571,0.0008719687,0.0009505469,0.002547607,0.002156372,0.001667465,0.1037308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0028865,"about_ca_system_score_gemma":0.004081742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007879931,"about_ca_topic_score_gemma":0.008149736,"domain_scores_codex":[0.9978675,0.0003515371,0.00006153947,0.0004248915,0.0009171851,0.0003773945],"domain_scores_gemma":[0.9964004,0.0006452983,0.0001445889,0.0003880058,0.00183628,0.0005855376],"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":[0.0001944757,0.00008517424,0.004484264,0.0004160071,0.00003052376,0.0002699299,0.001104873,0.0001869126,0.0004911822,0.1090902,0.6714656,0.2121809],"study_design_scores_gemma":[0.00001920372,0.00001893501,0.002713516,0.0003345417,0.0000160451,0.0001503203,0.001610625,0.00007024792,0.0003667069,0.01592654,0.9787659,0.000007463841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004417829,0.001862702,0.004064025,0.03572458,0.005527666,0.0001370894,0.001953789,0.0004844047,0.945828],"genre_scores_gemma":[0.09853993,0.003189391,0.004536301,0.04147179,0.002375365,0.0002763792,0.004385501,0.0007293111,0.844496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3403092,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2147505670912885,"score_gpt":0.4459469876494868,"score_spread":0.2311964205581984,"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."}}