{"id":"W4415281715","doi":"10.1145/3772070","title":"“Take Nothing on Its Look”: Revealing Users’ Expectations and Experiences in Social Human–Robot Interaction","year":2025,"lang":"en","type":"article","venue":"ACM Transactions on Human-Robot Interaction","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Reflexivity; Social relation; Experiential learning; Thematic analysis; Qualitative research; Nothing; Social robot; Human–robot interaction","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":[0.006250911,0.000493613,0.0002998755,0.0007818535,0.001870026,0.002928622,0.0006488601,0.0009657205,0.001786852],"category_scores_gemma":[0.01574205,0.0003265746,0.000371585,0.0004920909,0.004379387,0.003685527,0.00291482,0.0009781244,0.0003087411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084561,"about_ca_system_score_gemma":0.0006654483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673692,"about_ca_topic_score_gemma":0.002243119,"domain_scores_codex":[0.9950295,0.003953485,0.0001204206,0.0002377568,0.000359124,0.0002997399],"domain_scores_gemma":[0.9875156,0.010146,0.0007663443,0.000487962,0.0006324907,0.0004515832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001243837,0.00003557704,0.008015002,0.0001401929,0.000009103427,0.0003172196,0.9792477,0.0001209022,0.002977121,0.0009619782,0.0003033933,0.007747298],"study_design_scores_gemma":[0.00001647039,0.0003649007,0.0174053,0.0001523446,0.00002215626,0.0004715249,0.9678391,0.001437281,0.00273666,0.001961392,0.007503567,0.00008938251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905194,0.0001007511,0.006014349,0.0002789132,0.00001048891,0.00004812135,0.00005177494,0.00003841416,0.002937823],"genre_scores_gemma":[0.9978967,0.0000610464,0.001360098,0.00007958717,0.000003147982,0.00006167352,0.00002286022,0.00001381087,0.0005011063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006250911,"threshold_uncertainty_score":0.0330584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2019616972140651,"score_gpt":0.4753776342528572,"score_spread":0.2734159370387921,"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."}}