{"id":"W2013123505","doi":"10.3138/jsp.39.3.257","title":"The Relationship between Scholarly Communication and Science and Technology Studies (STS)","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarly communication; Sociology; Field (mathematics); Scientific communication; Perspective (graphical); Publishing; Social science; Domain (mathematical analysis); Science communication; Science studies; Sociology of scientific knowledge; Epistemology; Bibliometrics; Scientometrics; Knowledge management; Computer science; Science education; Political science; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03295008,0.000498344,0.000952577,0.02378303,0.005853029,0.02003876,0.001328901,0.003733726,0.007236147],"category_scores_gemma":[0.159329,0.0004361188,0.0004640927,0.04489681,0.02432999,0.01906632,0.01497444,0.003805927,0.001072657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008388953,"about_ca_system_score_gemma":0.007465055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002665505,"about_ca_topic_score_gemma":0.001684911,"domain_scores_codex":[0.9222028,0.04610653,0.005658561,0.00429675,0.01964033,0.002094903],"domain_scores_gemma":[0.565181,0.3569801,0.04503131,0.009319977,0.01718406,0.006303593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000861991,0.0001063446,0.03649789,0.002538435,0.0001543663,0.0004476843,0.08962477,0.000612827,0.0003677051,0.6958809,0.00735906,0.1663238],"study_design_scores_gemma":[0.00003766509,0.0001694308,0.0761625,0.004596797,0.0001207003,0.001708509,0.08353379,0.001011753,0.000508239,0.5493541,0.2826053,0.0001912005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2046893,0.184333,0.03699815,0.1327517,0.002900601,0.0002021864,0.0006202374,0.0002045524,0.4373004],"genre_scores_gemma":[0.9407763,0.04233225,0.006053307,0.002649775,0.003490341,0.0002546973,0.0002015,0.00006793257,0.004173967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9941469,"threshold_uncertainty_score":0.1742588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7096535341488244,"score_gpt":0.5563160358039946,"score_spread":0.1533374983448298,"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."}}