{"id":"W4413481549","doi":"10.64628/aam.wpnydcssp","title":"Why queer-themed shows evoke a bittersweet nostalgia for missed childhood moments","year":2025,"lang":"en","type":"article","venue":"","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Queer; Psychology; Aesthetics; History; Psychoanalysis; Art","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":[0.0003745604,0.0001275356,0.0001770197,0.0001120274,0.0004989777,0.00009946495,0.0002616161,0.00009708221,0.0004778436],"category_scores_gemma":[0.0003313815,0.0001156618,0.0001114743,0.0002916659,0.00009148937,0.0001430007,0.00004012945,0.00007100375,0.00001737715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009218495,"about_ca_system_score_gemma":0.0002651486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110148,"about_ca_topic_score_gemma":0.001095911,"domain_scores_codex":[0.9986801,0.00007306632,0.0002106212,0.0002897417,0.0002957601,0.0004507684],"domain_scores_gemma":[0.9993631,0.0001845431,0.00004765639,0.0001782897,0.00007328822,0.000153077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008008681,0.0005271747,0.00634562,0.000162394,0.0003034897,0.000007554518,0.09693102,0.000007973714,0.01088916,0.03905332,0.816426,0.02926618],"study_design_scores_gemma":[0.003028851,0.00009171759,0.004987371,0.0001908039,0.00009916066,5.382018e-7,0.04366043,0.0002702607,0.01124359,0.01798148,0.9178197,0.0006260358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2579373,0.0007872533,0.07031672,0.08605759,0.004645882,0.00400336,0.00006692451,0.0007446262,0.5754404],"genre_scores_gemma":[0.8783938,0.00007720548,0.003525944,0.03175233,0.0004580843,0.0001113559,0.0000275372,0.000026256,0.08562745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6204566,"threshold_uncertainty_score":0.5232053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764778757931555,"score_gpt":0.3208835948872542,"score_spread":0.2932358073079386,"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."}}