{"id":"W2978860005","doi":"10.5507/euj.2019.010","title":"An evaluation of social media images portrayal of disability discourse: #amputeefitness","year":2019,"lang":"en","type":"article","venue":"European Journal of Adapted Physical Activity","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Conversation; Focus (optics); Social media; Psychology; Discourse analysis; Sociology; Focus group; Social psychology; Linguistics; Computer science; Communication; World Wide Web","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":[0.003760641,0.0001019693,0.0003571179,0.00003240742,0.0001030934,0.0000259628,0.0002934979,0.00002752936,0.000174133],"category_scores_gemma":[0.0002777644,0.00007373973,0.0002272771,0.0002032228,0.001198221,0.00080502,0.00002935369,0.0002010277,0.000004419812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008005216,"about_ca_system_score_gemma":0.0001933028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009997279,"about_ca_topic_score_gemma":0.00004498189,"domain_scores_codex":[0.995185,0.002780963,0.0003391503,0.0001675391,0.001378536,0.0001487806],"domain_scores_gemma":[0.9979906,0.0003205153,0.0007283629,0.0001826618,0.0006691182,0.0001087428],"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":[0.001381762,0.01738575,0.02212338,0.0001478624,0.0003203655,0.000008685868,0.1000934,0.002723301,0.1300276,0.03426125,0.0002001272,0.6913265],"study_design_scores_gemma":[0.001060422,0.0003204427,0.9770942,0.00003482427,0.0001829256,9.676291e-7,0.006525711,0.0007495414,0.009520128,0.00425075,0.0001034302,0.0001566761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894227,0.000004750375,0.000176808,0.0006342666,0.0002781395,0.0001703355,0.00001941907,0.000008085071,0.009285546],"genre_scores_gemma":[0.9992905,0.000001837492,0.00007439437,0.000001761308,0.0006005165,3.544566e-7,0.00000351649,0.00001005082,0.00001701831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9549708,"threshold_uncertainty_score":0.4414894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04937456801730915,"score_gpt":0.3741182990202039,"score_spread":0.3247437310028948,"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."}}