{"id":"W4417512317","doi":"10.3138/cjhs-2025-0011","title":"You and I plus AI: A qualitative exploration of replika in the context of human relationships","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Human Sexuality","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Loneliness; Realm; Context (archaeology); Thematic analysis; Harm; Interpersonal relationship; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01276508,0.0006522531,0.0008567097,0.002421689,0.0103792,0.004850008,0.001606815,0.002017517,0.004513553],"category_scores_gemma":[0.02402745,0.0006988232,0.0004002431,0.002149669,0.01209438,0.007823258,0.006563435,0.003825356,0.0004610221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005263603,"about_ca_system_score_gemma":0.003906333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136896,"about_ca_topic_score_gemma":0.01855796,"domain_scores_codex":[0.9884135,0.009184305,0.0002869243,0.0004582396,0.0007540209,0.0009030724],"domain_scores_gemma":[0.9738404,0.02165188,0.001172883,0.0005753839,0.001582938,0.001176555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001365497,0.0000114828,0.0007832021,0.00008928395,0.000001481895,0.0002176863,0.9955409,0.0000124302,0.0002944743,0.001189272,0.0002527398,0.001593315],"study_design_scores_gemma":[0.000001407528,0.00001139466,0.0005233509,0.00006904279,0.000001465158,0.00006814991,0.9950843,0.00004846116,0.00009859957,0.0002402462,0.003846009,0.000007520273],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817593,0.0006068622,0.002951228,0.003621663,0.00009669911,0.0002468091,0.0002275842,0.00004457554,0.01044541],"genre_scores_gemma":[0.9932901,0.0005537939,0.001236798,0.0009581832,0.00002068936,0.0002778844,0.00007371571,0.00005988097,0.003528871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01276508,"threshold_uncertainty_score":0.067509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618435467534372,"score_gpt":0.4040593624167866,"score_spread":0.2422158156633494,"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."}}