{"id":"W2981074914","doi":"","title":"Body Image in an Online Environment","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Computer vision; Computer science; Image (mathematics); Artificial intelligence","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":[0.0002346004,0.0001513245,0.0001380781,0.0003831557,0.0007391963,0.001081445,0.0002129769,0.0002849469,0.01803771],"category_scores_gemma":[0.0009462571,0.00008961147,0.0001742764,0.0002178699,0.0002092179,0.0006966946,0.0009062103,0.0003523984,0.001538271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461277,"about_ca_system_score_gemma":0.0001755863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004035294,"about_ca_topic_score_gemma":0.009788345,"domain_scores_codex":[0.9998362,0.0000648857,0.00000430826,0.0000208129,0.00003071679,0.00004298519],"domain_scores_gemma":[0.9995882,0.00007863302,0.00004990607,0.00003380774,0.00004750192,0.00020193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003829931,0.01930606,0.6918362,0.0001245174,0.0001410165,0.003043299,0.02562854,0.001124373,0.03350513,0.0030995,0.02048733,0.197874],"study_design_scores_gemma":[0.00005828334,0.001311621,0.9623607,0.00003286022,0.00004589158,0.0006702991,0.02245871,0.002501811,0.001881436,0.0007180999,0.007920836,0.00003932258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901165,0.00001355226,0.0001235472,0.0001006412,0.00001827525,0.00001081571,0.00009058633,0.00001893957,0.009507026],"genre_scores_gemma":[0.9917414,0.0000238895,0.000284653,0.000078767,0.000009455011,0.00001385983,0.00009910481,0.00001145882,0.007737504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01803771,"threshold_uncertainty_score":0.06034213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0846957518955417,"score_gpt":0.4000042218094184,"score_spread":0.3153084699138767,"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."}}