{"id":"W4313432436","doi":"10.33137/ijournal.v8i1.39911","title":"HelloFresh, GoodByeChoice","year":2022,"lang":"en","type":"article","venue":"The iJournal Student Journal of the Faculty of Information","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competitor analysis; Business; Marketing; Purchasing; Dominance (genetics); Profit (economics); Profit margin; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005134309,0.00006783858,0.0001503214,0.00006963083,0.001541471,0.000142622,0.001293448,0.00002464745,0.000101149],"category_scores_gemma":[0.0007802203,0.00003834526,0.0002366448,0.0003502577,0.0001757982,0.0007407156,0.0002061948,0.0004768577,0.000005391104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359739,"about_ca_system_score_gemma":0.0002262388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00019312,"about_ca_topic_score_gemma":0.00004205416,"domain_scores_codex":[0.9967924,0.0004763589,0.0006096375,0.00002535728,0.001924795,0.0001714441],"domain_scores_gemma":[0.9978627,0.0001979422,0.00143973,0.00009530426,0.0003338746,0.00007044034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006833018,0.0005867154,0.03312448,0.00004460835,0.0006837996,0.000007435252,0.7094571,0.0157064,0.0002112101,0.02452889,0.1114445,0.1035215],"study_design_scores_gemma":[0.0009664501,0.0002519857,0.04732773,0.00008562573,0.00009529479,0.00007324204,0.2530653,0.00003403318,0.00009559847,0.003605569,0.6942523,0.0001469304],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313537,0.0001292992,0.0001113717,0.01350234,0.002072952,0.0002154455,0.0000246089,0.000009592669,0.05258062],"genre_scores_gemma":[0.998509,0.00006741116,0.0000603352,0.0004012461,0.0002509115,0.000001968792,0.000001068391,0.000003080089,0.0007049876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5828078,"threshold_uncertainty_score":0.9997584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689147351769877,"score_gpt":0.3132606678950635,"score_spread":0.2963691943773648,"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."}}