{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008501953,0.00006566755,0.0001103962,0.00004992321,0.00009533791,0.0002394232,0.0001817669,0.00005274273,0.001210441],"category_scores_gemma":[0.0002327217,0.00005891502,0.0000486071,0.000254662,0.00006767315,0.00063386,0.00002196078,0.0001854221,0.0009578519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014527,"about_ca_system_score_gemma":0.0002021575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002878473,"about_ca_topic_score_gemma":0.0006346333,"domain_scores_codex":[0.9989151,0.00007196239,0.0001175242,0.0001538207,0.0003103195,0.0004313008],"domain_scores_gemma":[0.9995894,0.00004835779,0.00006043894,0.0001207407,0.00007316084,0.0001078608],"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":[0.00006867818,0.0002062206,0.2833735,0.00005364937,0.0001992003,0.000005657941,0.03563818,0.0007991002,0.02684309,0.2222604,0.02454221,0.4060101],"study_design_scores_gemma":[0.00009039256,0.00003152308,0.008922098,0.00001173103,0.000004610567,0.000001093239,0.001921013,0.000002556801,0.0006864326,0.001823407,0.9864128,0.00009233262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8088188,0.001054009,0.000001967047,0.006042229,0.0007704496,0.00009817798,0.000001240014,0.00005420875,0.1831589],"genre_scores_gemma":[0.8755988,0.0004853788,0.00003842123,0.0001498091,0.0008596639,0.000001208727,0.000001236055,0.000007604406,0.1228578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9618706,"threshold_uncertainty_score":0.99982,"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."}}