{"id":"W6912871440","doi":"10.5446/15221","title":"Day 1: Practical Applications of Altmetrics and Novel and Experimental Uses of Altmetrics","year":2017,"lang":"en","type":"other","venue":"TIB KMO / FLOWWORKS GmbH","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Altmetrics; Bibliometrics; Citizen science; Period (music); Visualization","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06156763,0.001172795,0.0008088432,0.005011473,0.00422942,0.0167611,0.003123408,0.00296187,0.05058848],"category_scores_gemma":[0.1196298,0.0008333094,0.001131223,0.009397161,0.007426439,0.01494454,0.009756709,0.004888305,0.01349472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004339962,"about_ca_system_score_gemma":0.004686678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444511,"about_ca_topic_score_gemma":0.004020299,"domain_scores_codex":[0.9359325,0.0400191,0.002250489,0.004420108,0.01607938,0.001298329],"domain_scores_gemma":[0.8512891,0.06967699,0.006782845,0.02992275,0.03639986,0.005928466],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005046201,0.0005778564,0.006716418,0.001485058,0.0001200023,0.000226471,0.01620557,0.001596523,0.006053605,0.1527453,0.3682307,0.4455377],"study_design_scores_gemma":[0.0001001718,0.0003454228,0.005839161,0.0006726139,0.00004009245,0.0002082165,0.008217107,0.002890802,0.00552201,0.08053186,0.8954462,0.0001863701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05417256,0.007523343,0.3541994,0.1355152,0.02212271,0.003525181,0.008919174,0.0122054,0.4018171],"genre_scores_gemma":[0.3531446,0.007154498,0.4212597,0.01105408,0.01021556,0.004906483,0.006553501,0.00931974,0.1763918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9949885,"threshold_uncertainty_score":0.3256046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04961309776074135,"score_gpt":0.3621958970460529,"score_spread":0.3125827992853116,"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."}}