{"id":"W6958333546","doi":"10.6084/m9.figshare.20565864.v1","title":"Digital Marketing Agency Toronto","year":2022,"lang":"en","type":"other","venue":"INDIGO (University of Illinois at Chicago)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Digital marketing; Social media; Software; Social media marketing; Digital media; Online advertising; Online presence management","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004388895,0.0005812002,0.0008415481,0.0004604305,0.0005053921,0.0000370124,0.00152926,0.000540112,0.3013114],"category_scores_gemma":[0.00008928787,0.0007963235,0.0005638772,0.0004096333,0.0003914342,0.0003588674,0.001703262,0.000531335,0.004076639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866784,"about_ca_system_score_gemma":0.0001942189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004430936,"about_ca_topic_score_gemma":0.01842287,"domain_scores_codex":[0.9967884,0.0002475251,0.0002763147,0.0009698745,0.001061107,0.0006567597],"domain_scores_gemma":[0.9973581,0.000141875,0.001060543,0.001101313,0.00006598743,0.0002721365],"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":[0.0003180864,0.0002553829,0.004002007,0.0002215629,0.0006248541,0.0003620947,0.002788857,0.000004950293,0.0002065323,0.00009484558,0.9816462,0.009474655],"study_design_scores_gemma":[0.0009213012,0.00007441341,0.005441391,0.0001433182,0.0001691513,0.00002081758,0.002384425,0.00001258729,0.000005861844,0.0000159227,0.9900046,0.0008062192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.016936,0.001741444,0.00001258011,0.00004860924,0.0003397484,0.0005624608,0.005561086,0.0006624802,0.9741356],"genre_scores_gemma":[0.01151235,0.0004663955,0.0005086365,0.0000244029,0.0002023232,8.967317e-7,0.001378342,0.001089276,0.9848174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2972348,"threshold_uncertainty_score":0.9994884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008706726956557904,"score_gpt":0.1930186136520937,"score_spread":0.1843118866955357,"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."}}