{"id":"W6903320982","doi":"10.11575/prism/46479","title":"Mapping changes in the obesity stigma discourse through Obesity Canada: A content analysis","year":2021,"lang":"en","type":"other","venue":"University of Calgary","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Stigma (botany); Framing (construction); Content analysis; English language; Weight stigma; Documentation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007874889,0.0002484781,0.0008826305,0.0003287267,0.000734208,0.000005188664,0.0005882494,0.0004972379,0.01357685],"category_scores_gemma":[0.00009711578,0.000227025,0.0001628805,0.0008419315,0.0001753031,0.00007531849,0.000281639,0.001277418,0.00002824465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475032,"about_ca_system_score_gemma":0.00213918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9666651,"about_ca_topic_score_gemma":0.9980714,"domain_scores_codex":[0.9965515,0.001695301,0.0002899638,0.0004194397,0.0005259978,0.0005178608],"domain_scores_gemma":[0.997652,0.0007325902,0.0007715482,0.00060909,0.0001206794,0.0001140707],"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":[0.00009500929,0.000581438,0.3389986,0.004261517,0.001449034,0.0008989088,0.03094087,0.000003721152,0.000005123097,0.002831036,0.6194814,0.0004532848],"study_design_scores_gemma":[0.0005768822,0.00002067441,0.3225171,0.001165616,0.0005456267,8.780914e-7,0.110024,0.00002850577,5.622729e-7,0.00002441142,0.5648614,0.0002344057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07439538,0.005996298,0.00151597,0.01243916,0.0008990842,0.002225864,0.0003628283,0.00009106297,0.9020743],"genre_scores_gemma":[0.04053091,0.009575748,0.001854964,0.00602675,0.0005349188,0.000007284122,0.0007355277,0.0001413725,0.9405925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07908313,"threshold_uncertainty_score":0.9873249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09455253595705455,"score_gpt":0.3534409993430166,"score_spread":0.2588884633859621,"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."}}