{"id":"W4313440063","doi":"10.29173/cjfy29870","title":"The Perception of Intimacy: Are Dating Reality TV Shows Affecting Relationships?","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Courtship; Reality tv; Perception; Psychology; Theme (computing); Social psychology; Sociology; Computer science; Media studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00751931,0.0002022963,0.0003899392,0.0006621751,0.001135787,0.0001694474,0.0004505966,0.0003490689,0.00003143949],"category_scores_gemma":[0.00172645,0.0001725837,0.000142484,0.0005656693,0.0003880385,0.0002066266,0.00003240206,0.001783823,0.000002788343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005458887,"about_ca_system_score_gemma":0.002301915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1011005,"about_ca_topic_score_gemma":0.2366559,"domain_scores_codex":[0.9964945,0.001586369,0.0007781581,0.0001946494,0.0002153654,0.0007310118],"domain_scores_gemma":[0.9968171,0.0009380016,0.0008377084,0.0002791964,0.0003473636,0.000780696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045482,0.00004114987,0.8651675,0.00003393379,0.000213657,0.001918469,0.09352793,0.0002315222,0.0007308167,0.01513482,0.006057451,0.01683822],"study_design_scores_gemma":[0.0006527039,0.0001423286,0.6829093,0.0001243784,0.00009503966,0.002976114,0.3074736,0.00004892351,0.00001136509,0.002146694,0.003253079,0.0001664804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909924,0.001047458,0.0001712217,0.001308486,0.0009229511,0.0001073778,0.00009451144,0.00002164598,0.005333992],"genre_scores_gemma":[0.9985129,0.0001737307,0.0001294544,0.0002258643,0.0002659688,0.00000346971,0.000008639283,0.0000358997,0.0006440387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139457,"threshold_uncertainty_score":0.9048853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06802145603502184,"score_gpt":0.3359717243926925,"score_spread":0.2679502683576706,"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."}}