{"id":"W4310703197","doi":"10.21091/mppa.2022.4036","title":"Assessment of Professional Circus Students’ Psychological Characteristics at Four Strategic Timepoints over the Scholastic Year: A Longitudinal Study Using the Stress Process Model","year":2022,"lang":"en","type":"article","venue":"Medical Problems of Performing Artists","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anxiety; Psychological intervention; Psychology; Distress; Coping (psychology); Stressor; Professionalization; Clinical psychology; Stress management; Developmental psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001600488,0.0002948545,0.0002834331,0.0009324223,0.0008652242,0.0008506901,0.0004512756,0.0004473536,0.001099116],"category_scores_gemma":[0.002437594,0.0002831333,0.0003423325,0.0005829892,0.0003527265,0.0005362675,0.0007999944,0.0007335201,0.0004170388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005932452,"about_ca_system_score_gemma":0.0009688308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238712,"about_ca_topic_score_gemma":0.02045575,"domain_scores_codex":[0.9995058,0.00009850068,0.00002484907,0.00007812789,0.0001578305,0.0001348564],"domain_scores_gemma":[0.9974223,0.000142638,0.0006568155,0.000145788,0.0005709705,0.001061472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005557848,0.0003405229,0.9946877,0.000005477897,0.00001214602,0.00003357469,0.0007923204,0.00002936793,0.0002652998,0.0000109377,0.00009560362,0.003671417],"study_design_scores_gemma":[0.000002066689,0.0003032161,0.9986132,0.000003304104,0.000004295724,0.000032564,0.0006924415,0.0001036559,0.0000812446,0.000007550974,0.0001524381,0.000003850468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996876,0.00002371935,0.00006838503,0.00001164755,0.000001738767,0.00001663627,0.00005608358,0.000002073879,0.0001321407],"genre_scores_gemma":[0.9992388,0.00003402164,0.0001224462,0.000008979487,0.000002596647,0.0000254865,0.0001831526,0.000001414904,0.0003829553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238712,"threshold_uncertainty_score":0.02463007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046680015224515,"score_gpt":0.4157291452376464,"score_spread":0.311061143715195,"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."}}