{"id":"W6885427311","doi":"10.1371/journal.pdig.0000630.s001","title":"Data Coverage on Brandwatch.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Quality (philosophy); Food quality; Food marketing; Food supply; Food products; Soft drink; Media coverage","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020079,0.001125786,0.00118865,0.008916413,0.001253646,0.003173372,0.001812579,0.001857283,0.4397245],"category_scores_gemma":[0.01305204,0.0006883853,0.0006644584,0.01678048,0.0004163395,0.003567808,0.00210584,0.001327795,0.3502393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003624147,"about_ca_system_score_gemma":0.007646229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2043071,"about_ca_topic_score_gemma":0.2544347,"domain_scores_codex":[0.9974614,0.000186516,0.0002398396,0.0004363543,0.001261927,0.0004139013],"domain_scores_gemma":[0.9897329,0.001844646,0.0007457203,0.00114493,0.005444223,0.001087679],"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":[0.0001031801,0.00001589199,0.001032859,0.0006564325,0.000007526567,0.00001461677,0.00006125365,0.00004051937,0.0001513256,0.0008828237,0.9798216,0.0172121],"study_design_scores_gemma":[0.00003845231,0.0000142304,0.004412257,0.0003695023,0.00001334553,0.00001773046,0.00008868529,0.000109028,0.0002222479,0.0005832729,0.994104,0.00002737626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002812851,0.0001712853,0.0001765945,0.0001823604,0.00008313701,0.00007919376,0.9771229,0.001138692,0.02076451],"genre_scores_gemma":[0.002712088,0.0004713682,0.001139371,0.0004799575,0.00007892823,0.0004910838,0.9625203,0.001064847,0.03104209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4397245,"threshold_uncertainty_score":0.799165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4131969626695675,"score_gpt":0.4841500242844494,"score_spread":0.07095306161488185,"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."}}