{"id":"W2046460409","doi":"10.1108/10650750910961929","title":"Bioline International","year":2009,"lang":"en","type":"article","venue":"OCLC Systems & Services","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Originality; Bandwagon effect; Publishing; World Wide Web; Computer science; Library science; Flexibility (engineering); Political science; Public relations; Sociology; Management; Economics; Social 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":["bibliometrics","scholarly_communication","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008790351,0.0001279669,0.0002547242,0.02140689,0.0001475384,0.003844254,0.003311895,0.0000936396,0.0004219146],"category_scores_gemma":[0.00133708,0.00008279651,0.0001022246,0.05740668,0.00002852844,0.0007133021,0.0002558334,0.0001168648,0.001752698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006227991,"about_ca_system_score_gemma":0.00005074141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003242365,"about_ca_topic_score_gemma":0.000022923,"domain_scores_codex":[0.9916487,0.0001255732,0.0006617481,0.0005674362,0.006598897,0.0003976101],"domain_scores_gemma":[0.995897,0.0007151149,0.0002609058,0.0006622011,0.002185185,0.0002796014],"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":[0.0001134019,0.0008741611,0.2860591,0.00005773646,0.0001139199,0.0001317412,0.0009470308,0.0007717351,0.01033099,0.05485148,0.08059707,0.5651516],"study_design_scores_gemma":[0.0004556384,0.0001433271,0.1879609,0.00003535585,0.00000376784,0.00002878765,0.0009634484,0.03518707,0.0003666389,0.003087904,0.771533,0.0002342381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8041143,0.007038826,0.001718287,0.009260089,0.007269543,0.0004802039,0.0001004128,0.0001640154,0.1698543],"genre_scores_gemma":[0.9927003,0.000140037,0.0001892334,0.0004674582,0.000494469,0.000004397134,0.00001094994,0.000005275924,0.005987858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6909359,"threshold_uncertainty_score":0.9990246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.482904491133461,"score_gpt":0.5885778883372986,"score_spread":0.1056733972038377,"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."}}