{"id":"W2120798570","doi":"10.1177/0261927x06286350","title":"Evaluations of Older Adult Assertiveness in Problematic Clinical Encounters","year":2006,"lang":"en","type":"article","venue":"Journal of Language and Social Psychology","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Assertiveness; Conversation; Psychology; Hearing loss; Clinical psychology; Developmental psychology; Social psychology; Audiology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001566624,0.00007563631,0.0003912308,0.0001873191,0.00003793652,0.000005808789,0.0001381784,0.0002054432,0.0002255926],"category_scores_gemma":[0.00008156301,0.00006266762,0.0001034096,0.0001249717,0.0002327102,0.00005056689,0.00001351157,0.0003810663,0.000008090929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001445485,"about_ca_system_score_gemma":0.00004593346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001428107,"about_ca_topic_score_gemma":0.000196736,"domain_scores_codex":[0.9980789,0.000699497,0.0007408417,0.0001326702,0.0001502616,0.0001978488],"domain_scores_gemma":[0.9990578,0.0002571371,0.0003694603,0.00009795593,0.0001878578,0.00002982085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00113709,0.002825722,0.823673,0.0001356659,0.0004011957,0.0006304202,0.09869204,0.000003601053,0.001706103,0.009498139,0.01466724,0.04662983],"study_design_scores_gemma":[0.002716634,0.0003041369,0.9823311,0.00004326482,0.00003844895,0.000118648,0.01213839,0.00000625757,0.000009810789,0.002179218,0.00004663559,0.00006747917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899002,0.0006564282,0.0005322241,0.002068697,0.0003752654,0.0001003745,0.000002508812,0.000003780161,0.006360495],"genre_scores_gemma":[0.9988763,0.000009047556,0.0001860066,0.0003205687,0.0002474888,0.000005521074,0.000002038758,0.000007617775,0.0003454625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586581,"threshold_uncertainty_score":0.2555512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06280705002173367,"score_gpt":0.515039667256235,"score_spread":0.4522326172345013,"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."}}