{"id":"W4240264479","doi":"10.13021/g87k5j","title":"Impact Factors","year":2016,"lang":"en","type":"article","venue":"Open Scholarship Initiative Proceedings","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Readability; Openness to experience; Visibility; Quality (philosophy); Key (lock); Scholarship; Publishing; Public relations; Tracking (education); Political science; Marketing; Business; Computer science; Sociology; Psychology; Social psychology; Law; Computer security; Epistemology; Pedagogy; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["bibliometrics","insufficient_payload"],"category_scores_codex":[0.02709746,0.000284561,0.0004707856,0.0214048,0.0005140034,0.01340199,0.007626103,0.0001681685,0.005482788],"category_scores_gemma":[0.1328544,0.0001312929,0.0002277773,0.08940878,0.0002455567,0.01133646,0.002897333,0.0004127081,0.002350597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003747485,"about_ca_system_score_gemma":0.0003459603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000326451,"about_ca_topic_score_gemma":0.000003432216,"domain_scores_codex":[0.9896764,0.0001450784,0.0007496783,0.001168681,0.007326072,0.0009340915],"domain_scores_gemma":[0.9849969,0.004793339,0.0005097207,0.0004728232,0.008321092,0.0009061252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004926172,0.0000869276,0.9404838,0.000001197523,0.00002461929,0.000003470919,0.0002528969,3.131467e-8,0.005597871,0.003384259,0.008447339,0.0416683],"study_design_scores_gemma":[0.0007286445,0.0003365508,0.9196638,0.00003259314,0.00000417416,0.000005262554,0.0004961267,0.00000561757,0.009983885,0.05630928,0.01215485,0.0002792474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991832,0.00006202721,0.0004310952,0.001394406,0.0001951004,0.0004756964,0.00009446641,0.0000352747,0.09812872],"genre_scores_gemma":[0.9955182,0.00004592306,0.0006152023,0.000250281,0.00007481825,0.00003252317,0.000001718028,0.00002457763,0.003436768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105757,"threshold_uncertainty_score":0.9984262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8111945142120909,"score_gpt":0.6407476752294909,"score_spread":0.1704468389825999,"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."}}