{"id":"W4389939430","doi":"10.32388/jwyqie","title":"Research Trends in Mindfulness for Adolescents: Based on CiteSpace Visualization Analysis","year":2023,"lang":"en","type":"preprint","venue":"Qeios","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mindfulness; China; Web of science; Psychology; Bibliometrics; Geography; Political science; Library science; Computer science; MEDLINE; Clinical psychology; Archaeology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001587376,0.0002784009,0.0005433442,0.006500878,0.0001520394,0.0001163028,0.0005764643,0.0005473782,0.01059476],"category_scores_gemma":[0.0001404883,0.0002803131,0.0006803924,0.00404233,0.0000563995,0.00002422251,0.0002333464,0.000829359,0.0002992172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980906,"about_ca_system_score_gemma":0.00006427305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000555333,"about_ca_topic_score_gemma":0.001225002,"domain_scores_codex":[0.9964457,0.0008359237,0.0006062104,0.001014808,0.0005491388,0.0005482742],"domain_scores_gemma":[0.9978904,0.000356886,0.0002241145,0.001110973,0.0003009985,0.0001166797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002685159,0.00801703,0.03662758,0.00139225,0.001925215,0.0001332413,0.001806717,0.06285453,0.000005604998,0.171429,0.5878342,0.1252895],"study_design_scores_gemma":[0.007966641,0.001100838,0.4462264,0.006111736,0.001564928,0.000001178301,0.004699782,0.4669817,0.002003713,0.04012207,0.02092595,0.002295008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04536179,0.00003783661,0.9406046,0.002382145,0.003409352,0.00131224,0.0008958122,0.0002360945,0.005760184],"genre_scores_gemma":[0.9559817,1.126926e-7,0.0000305846,0.00007052172,0.0001888284,0.01672827,0.001053499,0.00006666078,0.02587984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9405739,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639328936561041,"score_gpt":0.4875125874957605,"score_spread":0.3235796938396565,"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."}}