{"id":"W4396223260","doi":"10.30688/janzssa.2024-1-06","title":"College Faculty and Student Affairs Staff Interactions with Parents of Students","year":2024,"lang":"en","type":"report","venue":"","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Student affairs; Psychology; Medical education; Liberal arts education; Higher education; Pedagogy; Political science; Medicine","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":[0.003502909,0.0002085259,0.0002351522,0.0005908115,0.007815878,0.002514735,0.0005905449,0.0006555573,0.003782209],"category_scores_gemma":[0.01034952,0.0003661004,0.0002064097,0.0006381187,0.002045479,0.001213184,0.002024135,0.00103905,0.00047382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003414112,"about_ca_system_score_gemma":0.005618973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03333132,"about_ca_topic_score_gemma":0.07227772,"domain_scores_codex":[0.9964154,0.002380845,0.0001457672,0.0002101452,0.0003566963,0.0004911185],"domain_scores_gemma":[0.9895352,0.004348451,0.001785419,0.0004135952,0.001270009,0.002647422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001341024,0.0001295884,0.1656336,0.00007736542,0.00001809304,0.002214416,0.7943202,0.00006543626,0.001259889,0.0006792052,0.005720926,0.02974708],"study_design_scores_gemma":[0.0000061867,0.00009722215,0.04152325,0.00005674029,0.00001208156,0.0005236762,0.9434255,0.00005883548,0.0006791904,0.00007029077,0.01353113,0.00001591465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942294,0.0001750584,0.0001955571,0.0006445054,0.00003559146,0.00002409001,0.00004407887,0.00001528984,0.004636396],"genre_scores_gemma":[0.9972231,0.0002642233,0.0001898869,0.0002098907,0.00001390731,0.00002049968,0.00002722143,0.000008663539,0.002042545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03333132,"threshold_uncertainty_score":0.06627458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08217018357489683,"score_gpt":0.5174229705926571,"score_spread":0.4352527870177603,"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."}}