{"id":"W4413346102","doi":"10.64628/aam.hsep5pgmp","title":"Is it wrong to date a coworker? Not necessarily — but it can get complicated","year":2025,"lang":"en","type":"article","venue":"","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Computer science; Business; Psychology; Political science; Economics","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":[0.009006573,0.000400513,0.0006934776,0.001343855,0.00740476,0.007881541,0.001301102,0.004879567,0.02182179],"category_scores_gemma":[0.07055331,0.0003568454,0.0004613399,0.001141992,0.01200427,0.01366201,0.005664341,0.009643884,0.003697806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581319,"about_ca_system_score_gemma":0.002431511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008119289,"about_ca_topic_score_gemma":0.009201403,"domain_scores_codex":[0.9912488,0.003511223,0.0005063221,0.001085658,0.002090343,0.001557525],"domain_scores_gemma":[0.9649611,0.01349355,0.005509493,0.003368962,0.005529284,0.007137736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002071556,0.0002094362,0.1050203,0.0003707206,0.0003461849,0.002314446,0.0536106,0.0003855738,0.0008219476,0.4035532,0.2743919,0.1587685],"study_design_scores_gemma":[0.00003217221,0.0000882934,0.03582849,0.001835468,0.00009550309,0.002812768,0.122086,0.0005023405,0.0005712099,0.601,0.234944,0.0002038744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09150216,0.005079178,0.008160736,0.7673596,0.01241548,0.00002366097,0.0003729598,0.00008285503,0.1150033],"genre_scores_gemma":[0.8600689,0.002575824,0.002731899,0.1089061,0.005445546,0.00004024853,0.0001517928,0.0001649933,0.01991458],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02182179,"threshold_uncertainty_score":0.07300121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1998443477938258,"score_gpt":0.3710772544752395,"score_spread":0.1712329066814137,"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."}}