{"id":"W2605679678","doi":"10.6084/m9.figshare.4542625.v1","title":"Figure 3 - figshare.pdf","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Internet of Things and Social Network Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002720983,0.0001165234,0.0001099385,0.00002924695,0.000756738,0.001320464,0.002232393,0.00009045251,0.6124924],"category_scores_gemma":[0.001104255,0.000113583,0.0001290932,0.00003899,0.000004087988,0.001105656,0.0006850939,0.0002246067,0.07421724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003618135,"about_ca_system_score_gemma":0.00004447278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002094587,"about_ca_topic_score_gemma":0.00001729847,"domain_scores_codex":[0.9991691,0.00001581936,0.0001209281,0.000259459,0.0001803344,0.0002543359],"domain_scores_gemma":[0.9986854,0.00006784133,0.0001916941,0.0008305791,0.0001322238,0.00009228048],"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":[6.277903e-7,0.00001070406,0.000005047742,0.00001177202,0.000008916275,0.00002374816,0.0001150219,0.000005007598,0.000003372637,0.0006792019,0.9945372,0.004599402],"study_design_scores_gemma":[0.00008247329,0.00002065912,0.001673587,0.00090119,0.000001309083,0.000007452848,0.000004965552,0.00558254,0.0002057432,0.0005500037,0.9908066,0.000163446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00007595083,0.000125679,0.0001800246,0.003711861,0.001396334,0.0003139543,0.1366919,0.0004786622,0.8570257],"genre_scores_gemma":[0.7071314,0.000005095216,0.003907491,0.00521728,0.003445021,0.0005849373,0.1299173,0.00006502164,0.1497264],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7072993,"threshold_uncertainty_score":0.9997163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292537950610971,"score_gpt":0.2957701598186359,"score_spread":0.2528447803125262,"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."}}