{"id":"W2726688710","doi":"10.3390/socsci6030068","title":"Hashtag Recovery: #Eating Disorder Recovery on Instagram","year":2017,"lang":"en","type":"article","venue":"Social Sciences","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Eating disorders; Psychology; Limiting; Social psychology; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004805788,0.0001222087,0.0001519604,0.0000550077,0.003406753,0.0003524638,0.0005729035,0.0001139124,0.000643035],"category_scores_gemma":[0.0001747431,0.0001022211,0.0001069482,0.0001362232,0.0006451524,0.0002365435,0.00005672498,0.0001559985,0.0001831654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002614726,"about_ca_system_score_gemma":0.00005163137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016081,"about_ca_topic_score_gemma":0.0008412312,"domain_scores_codex":[0.9987292,0.00007463338,0.0001580761,0.0003773082,0.0002741111,0.0003866172],"domain_scores_gemma":[0.9994048,0.0000759086,0.0002286345,0.0002384546,0.00001518841,0.0000370152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003561896,0.0003144493,0.4060821,0.000004070791,0.00001746396,0.00000585819,0.003404767,0.00001128129,0.00007094198,0.01033808,0.01226389,0.5674515],"study_design_scores_gemma":[0.0005573292,0.001139316,0.9628661,0.00004422092,0.00002015721,0.0000011757,0.007644624,0.00001175448,0.00001334557,0.01005887,0.01723541,0.0004076508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7026661,0.00004224628,0.00001341876,0.00148361,0.001359634,0.00009947612,0.000007854184,0.0000464494,0.2942812],"genre_scores_gemma":[0.9958228,0.000009174913,0.0001103249,0.0004658914,0.0002834304,0.00002180942,0.000002516795,0.000009987979,0.003274094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5670438,"threshold_uncertainty_score":0.9978907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06788602553669056,"score_gpt":0.3966120499564304,"score_spread":0.3287260244197399,"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."}}