{"id":"W4416768724","doi":"10.20944/preprints202511.1984.v1","title":"How Platform Affordances Shape Risks of Harassment in Platform-Mediated Work?","year":2025,"lang":"","type":"preprint","venue":"Preprints.org","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affordance; Harassment; Mediation; Stakeholder; Work (physics); Occupational safety and health; Psychosocial; Human factors and ergonomics; Social media","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002342952,0.000295862,0.0002322345,0.0009868245,0.001985411,0.006128616,0.0006179705,0.001110871,0.005222375],"category_scores_gemma":[0.01239276,0.0004140006,0.0003946368,0.0006012537,0.004242447,0.003830367,0.004186993,0.0008875892,0.0004927971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196608,"about_ca_system_score_gemma":0.001238011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006090428,"about_ca_topic_score_gemma":0.0068903,"domain_scores_codex":[0.9978251,0.0009435912,0.00008265698,0.0002727523,0.0003543607,0.0005215709],"domain_scores_gemma":[0.9945351,0.002790458,0.001347423,0.0003677431,0.0003569196,0.0006023645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007216784,0.0006226213,0.4828397,0.0003698596,0.0001196716,0.001658711,0.4068132,0.0005159719,0.006698276,0.02439324,0.0009482213,0.07429877],"study_design_scores_gemma":[0.00002823022,0.0003933418,0.5074037,0.0003756022,0.00008782127,0.0009820453,0.4600294,0.0009707352,0.001323303,0.01573119,0.01257241,0.0001022767],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868618,0.0002519895,0.0009538164,0.0005267899,0.00001538656,0.0000207035,0.00002392532,0.000007096403,0.01133857],"genre_scores_gemma":[0.999315,0.00008484245,0.0001472704,0.00002958282,0.000002994942,0.000006693721,0.000005903145,0.000002976883,0.0004046953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006128616,"threshold_uncertainty_score":0.0174706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1956458489680072,"score_gpt":0.3694550676738754,"score_spread":0.1738092187058682,"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."}}