{"id":"W2016535985","doi":"10.1140/epjti1","title":"EPJ Techniques and Instrumention","year":2014,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01289142,0.001915725,0.001966415,0.00720004,0.002923154,0.007489281,0.005893002,0.003851844,0.07434891],"category_scores_gemma":[0.02779263,0.001848434,0.001806096,0.005967444,0.004067875,0.007103615,0.007806103,0.007532394,0.06648197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821488,"about_ca_system_score_gemma":0.006088024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240608,"about_ca_topic_score_gemma":0.0009792565,"domain_scores_codex":[0.9846618,0.001712318,0.001631611,0.002149791,0.009055424,0.0007889883],"domain_scores_gemma":[0.9842403,0.003134737,0.001202996,0.005193164,0.005634358,0.000594495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006784272,0.0002086872,0.001782176,0.004499099,0.0001392535,0.001132305,0.001496897,0.001895013,0.05731266,0.1829884,0.2715723,0.4762949],"study_design_scores_gemma":[0.00004900969,0.000138379,0.001087232,0.0005301581,0.00005745407,0.0009235662,0.0002136279,0.001966199,0.03527868,0.01783221,0.9418063,0.0001171699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007975239,0.01293101,0.6967223,0.005733015,0.02185693,0.00286787,0.009596738,0.02951873,0.2127982],"genre_scores_gemma":[0.0778669,0.01806616,0.641216,0.006843234,0.005003687,0.009025259,0.01598698,0.01884517,0.2071467],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9256511,"threshold_uncertainty_score":0.2487219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3086645967070091,"score_gpt":0.5418377791957488,"score_spread":0.2331731824887397,"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."}}