{"id":"W4386256403","doi":"10.24908/iqurcp16711","title":"Personal Construct Theory and Parents’ Perceptions of Developing Girls Through Sport","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Athletes; Construct (python library); Perception; Social psychology; Laddering; Developmental psychology; Personal construct theory","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003498913,0.0002981605,0.0002469876,0.0008090725,0.001985118,0.003086647,0.0005302863,0.0005443674,0.002793601],"category_scores_gemma":[0.006194208,0.0002392845,0.0003160452,0.0004009073,0.003916087,0.001343448,0.002523232,0.001173416,0.0001636086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338143,"about_ca_system_score_gemma":0.0009768165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004346639,"about_ca_topic_score_gemma":0.004176586,"domain_scores_codex":[0.9978084,0.001404428,0.00008503767,0.0001790744,0.0003638463,0.0001592167],"domain_scores_gemma":[0.9963409,0.001892288,0.0007369562,0.0001872734,0.0002931459,0.000549404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006143544,0.0001724772,0.3005937,0.0001982079,0.00004135546,0.001645297,0.6608818,0.0001628673,0.001001617,0.008999926,0.0008351069,0.02540622],"study_design_scores_gemma":[0.00001681001,0.0002569701,0.1869953,0.0003753414,0.00003907536,0.002326748,0.7877641,0.0004624231,0.0004929905,0.003768816,0.01747278,0.00002852042],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874057,0.0004273534,0.001411639,0.0007705603,0.00002645211,0.00003027005,0.00003190071,0.000005562449,0.00989052],"genre_scores_gemma":[0.9986909,0.0003030775,0.0003425787,0.00007117928,0.000004254739,0.00001555574,0.00001805981,0.000002272616,0.0005521814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004346639,"threshold_uncertainty_score":0.01850426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2108037832384462,"score_gpt":0.4642317663950892,"score_spread":0.2534279831566429,"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."}}