{"id":"W4416005872","doi":"10.5465/amproc.2025.12623abstract","title":"How (In)Consistent Family-Relevant Leader Behaviors Shape Family Supportive Supervision Evaluations","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Social support; Proactivity; Scope (computer science); Helping behavior; Outcome (game theory); Social relation","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":[0.00272263,0.0001208082,0.000122773,0.0003709226,0.0005792955,0.001045634,0.000266514,0.0003710655,0.001353192],"category_scores_gemma":[0.01731372,0.0001153176,0.0001345117,0.0001576634,0.0006985794,0.000485941,0.0005098974,0.0005350173,0.00009143338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000461412,"about_ca_system_score_gemma":0.0005910559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002973613,"about_ca_topic_score_gemma":0.006712251,"domain_scores_codex":[0.9985007,0.000887799,0.0000733105,0.0001237359,0.0002780193,0.0001364429],"domain_scores_gemma":[0.9891132,0.005303219,0.002984598,0.0007042915,0.000751408,0.001143257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002466094,0.00033015,0.9660378,0.0000277543,0.00004421669,0.0001052624,0.0106733,0.0003087496,0.002233833,0.0003611351,0.0002379315,0.01939331],"study_design_scores_gemma":[0.000007122988,0.0001992734,0.9903585,0.00002242371,0.0000148718,0.00007162609,0.007560993,0.0005527053,0.0006119442,0.0003637793,0.0002268482,0.000009908652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990577,0.00002485329,0.0001751744,0.00004428085,0.000002468843,0.000004808629,0.000009843075,0.000001991387,0.0006787102],"genre_scores_gemma":[0.9997839,0.00001404176,0.0001027671,0.000006683776,0.000001076545,0.000003556212,0.000008942456,8.460546e-7,0.00007815918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002973613,"threshold_uncertainty_score":0.01439887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05637422277506028,"score_gpt":0.3487949325701305,"score_spread":0.2924207097950702,"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."}}