{"id":"W4292600429","doi":"10.1108/ejm-07-2021-0565","title":"Boosting engagement with healthy food on social media","year":2022,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Toronto Metropolitan University; Saint Mary's University","funders":"","keywords":"Mindset; Social media; Psychology; Public relations; Marketing; Business; Political science; Computer science","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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04420514,0.0001213221,0.0002144197,0.000137556,0.002431392,0.0001352357,0.0004343018,0.00001316339,0.0001821368],"category_scores_gemma":[0.009456022,0.0001127076,0.0001128897,0.0003312075,0.0001359388,0.0001272807,0.000133777,0.0007755486,0.000006956323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324784,"about_ca_system_score_gemma":0.0002660939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003892463,"about_ca_topic_score_gemma":0.00001584395,"domain_scores_codex":[0.9865672,0.01100443,0.000493366,0.0001635553,0.001338825,0.0004326312],"domain_scores_gemma":[0.9952851,0.003603244,0.0007006016,0.00007113745,0.0001473158,0.0001926084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006923184,0.0005312364,0.005646512,0.00007104486,0.000222112,0.00115103,0.1921019,0.0001569167,0.00005435286,0.004352554,0.03505184,0.7537373],"study_design_scores_gemma":[0.002837358,0.002747476,0.07886998,0.0003777958,0.00007385711,0.00004685163,0.2390751,0.000004935192,0.000007973801,0.0002080305,0.6751298,0.0006208456],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6466472,0.00009694137,0.000009114474,0.002511458,0.0008493792,0.00007733301,0.000004786452,0.00003864236,0.3497652],"genre_scores_gemma":[0.9968444,0.00002571278,0.0003369728,0.0005363774,0.002032632,0.000001780767,0.000001186636,0.00003655948,0.0001843623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7531165,"threshold_uncertainty_score":0.9988878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06239212159258069,"score_gpt":0.281924088712759,"score_spread":0.2195319671201783,"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."}}