{"id":"W2996126980","doi":"10.7202/1064954ar","title":"INTRODUCTION. GONZO SCHOLARSHIP: POLICING ELECTRONIC JOURNALS","year":2019,"lang":"en","type":"article","venue":"Surfaces","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Publishing; Library science; Scholarly communication; Political science; Electronic publishing; Media studies; Sociology; Computer science; World Wide Web; Law; The Internet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002124784,0.0005294248,0.0003410479,0.002372797,0.005075157,0.008860574,0.0009280178,0.00607417,0.08346879],"category_scores_gemma":[0.01137456,0.0002957833,0.0002924778,0.002250717,0.002976036,0.007295043,0.002826409,0.003712177,0.02750769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003389463,"about_ca_system_score_gemma":0.00355675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02533009,"about_ca_topic_score_gemma":0.07098554,"domain_scores_codex":[0.9980234,0.0003116635,0.0001230502,0.0002335187,0.001063033,0.0002454141],"domain_scores_gemma":[0.9958118,0.001276885,0.0002434294,0.0001844479,0.00161644,0.0008668688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006824786,0.000009751063,0.0001948086,0.0000786131,0.000001058734,0.00002829011,0.0003644078,0.00001738308,0.00005133837,0.02050903,0.9641254,0.01461309],"study_design_scores_gemma":[0.000003591663,0.000006704302,0.0006500236,0.0001026716,9.733454e-7,0.00001837724,0.0003257923,0.0000117884,0.00002449384,0.002715162,0.9961343,0.000006107644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00142174,0.02016634,0.001469213,0.5980225,0.0519636,0.0001734574,0.001177019,0.0005858008,0.3250204],"genre_scores_gemma":[0.02672776,0.01688331,0.002161509,0.1211292,0.04411504,0.0002307312,0.0007861446,0.0005524757,0.7874138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9911394,"threshold_uncertainty_score":0.279231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530130840861133,"score_gpt":0.3042877183065014,"score_spread":0.28898640989789,"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."}}