{"id":"W4417064277","doi":"10.32920/30810821.v1","title":"Oh to Be Seen","year":2025,"lang":"","type":"preprint","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lyrics; Space (punctuation); Expression (computer science); Autoethnography; Favourite; Queer; Everyday life","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006175631,0.0004834742,0.0003423697,0.0005397975,0.008098988,0.005783706,0.0007885044,0.002908095,0.5760342],"category_scores_gemma":[0.002345578,0.0002796116,0.0004687177,0.0005170511,0.003047574,0.005690869,0.0045936,0.002912176,0.3128054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305131,"about_ca_system_score_gemma":0.001791458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090144,"about_ca_topic_score_gemma":0.01910952,"domain_scores_codex":[0.9993414,0.0001676342,0.00001324098,0.00009884788,0.0001735988,0.0002052928],"domain_scores_gemma":[0.9988194,0.0000951232,0.00005944971,0.0001023827,0.0002409386,0.0006825944],"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":[0.00001120014,0.00002330126,0.0002831183,0.00004507096,0.000001374367,0.0001792031,0.005119115,0.000005553488,0.0001723701,0.0103653,0.9603301,0.02346432],"study_design_scores_gemma":[0.00000391787,0.000007393752,0.0003581801,0.00004988596,0.000001068067,0.0001901096,0.008454611,0.000006524914,0.0000634973,0.001060809,0.9897989,0.000005097834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002879468,0.0008229592,0.000891734,0.06187856,0.01005834,0.0001129465,0.0008222806,0.0008896826,0.921644],"genre_scores_gemma":[0.02720703,0.000957749,0.0006571327,0.01809429,0.001204936,0.0001087361,0.0003697242,0.0005077279,0.9508926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5760342,"threshold_uncertainty_score":0.6047357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09224997938217593,"score_gpt":0.464520368014699,"score_spread":0.3722703886325231,"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."}}