{"id":"W4380355268","doi":"10.1145/3593013.3594032","title":"You Sound Depressed","year":2023,"lang":"en","type":"article","venue":"","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Objectivity (philosophy); Mental health; Mainstream; Documentation; Psychology; Coping (psychology); Computer science; Applied psychology; Psychiatry; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006927886,0.0006430237,0.00038326,0.0006393897,0.003634857,0.003507769,0.0005052665,0.002474295,0.09170311],"category_scores_gemma":[0.005307904,0.0002106755,0.0003857549,0.000344763,0.002550757,0.003176999,0.002728922,0.003594598,0.04933703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007921691,"about_ca_system_score_gemma":0.0005458028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003525152,"about_ca_topic_score_gemma":0.006154077,"domain_scores_codex":[0.9991227,0.0002716826,0.00003006976,0.000101622,0.0002891415,0.0001848211],"domain_scores_gemma":[0.9990718,0.0001856032,0.0001200868,0.00005424042,0.0002762416,0.0002920767],"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":[0.00008739741,0.0000673834,0.005885553,0.0001908409,0.00003313008,0.003026602,0.02718395,0.00004550692,0.001579725,0.01473333,0.8632141,0.08395247],"study_design_scores_gemma":[0.00001668308,0.00007769456,0.004475971,0.0003223911,0.00002119971,0.006089003,0.04355056,0.00007127288,0.0004755603,0.00561427,0.9392441,0.00004128539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06090623,0.01620739,0.006746916,0.3360975,0.0215139,0.0001828118,0.001866628,0.001577868,0.5549008],"genre_scores_gemma":[0.2803563,0.009552599,0.002927063,0.1930843,0.002817045,0.0001237616,0.0006878305,0.0004843879,0.5099667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09170311,"threshold_uncertainty_score":0.3067775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253540021264513,"score_gpt":0.302288700490514,"score_spread":0.1769346983640627,"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."}}