{"id":"W7084040193","doi":"10.64628/aam.9wpdk3pcu","title":"Google’s AI-generated search feature hasn’t yet changed how users interact with search results","year":2025,"lang":"en","type":"article","venue":"","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Feature (linguistics); Feature selection; Focus (optics); Matching (statistics); Perspective (graphical); Field (mathematics)","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":[0.002759834,0.001259091,0.0009866956,0.003913939,0.001335209,0.006750707,0.001577946,0.002229386,0.02475587],"category_scores_gemma":[0.01818693,0.0005455992,0.001341267,0.003966239,0.001090336,0.008199885,0.002285974,0.002355781,0.02523385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198519,"about_ca_system_score_gemma":0.001370543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01632342,"about_ca_topic_score_gemma":0.02735467,"domain_scores_codex":[0.9966375,0.0007444141,0.0002665433,0.0003157035,0.001724007,0.0003118387],"domain_scores_gemma":[0.9847409,0.007869096,0.000515528,0.002899815,0.002746879,0.001227629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001483538,0.0002563321,0.01061539,0.00293111,0.0004046367,0.0005162425,0.002432965,0.0008271573,0.0174516,0.02104028,0.7443261,0.1977146],"study_design_scores_gemma":[0.0001828035,0.0002448342,0.009449093,0.0002777509,0.0002505363,0.0005740146,0.0008584446,0.004898071,0.007547158,0.008040535,0.9674304,0.0002463329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1410541,0.01298278,0.05825029,0.04329042,0.0135855,0.0007034589,0.05153838,0.1797477,0.4988474],"genre_scores_gemma":[0.5817804,0.006383607,0.1051361,0.01671553,0.006256896,0.0005649466,0.06881624,0.0246616,0.1896847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02475587,"threshold_uncertainty_score":0.0828166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324009130649397,"score_gpt":0.4231236288977672,"score_spread":0.3698835375912732,"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."}}