{"id":"W4385503908","doi":"10.59350/r9fna-tcb92","title":"Visiting Scholars at the ScholCommLab","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Media studies; Management; Library science; Term (time); Political science; Public relations; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009917316,0.001220747,0.001137182,0.004087835,0.006452261,0.0128341,0.002099405,0.001901084,0.2729396],"category_scores_gemma":[0.02776428,0.0006186144,0.0008473086,0.009322688,0.002267023,0.006018482,0.01006954,0.002872064,0.1227648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006089699,"about_ca_system_score_gemma":0.01550266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04535091,"about_ca_topic_score_gemma":0.1067957,"domain_scores_codex":[0.9924498,0.001794494,0.0003973173,0.001142998,0.0030573,0.001158155],"domain_scores_gemma":[0.96355,0.003541066,0.001054804,0.005643303,0.009961962,0.01624884],"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":[0.0001578173,0.00004939546,0.001018711,0.0001408498,0.00001596091,0.0001563328,0.001534095,0.00007981528,0.000424063,0.00844027,0.9482208,0.03976188],"study_design_scores_gemma":[0.00001179402,0.00001156706,0.0008539435,0.00006563473,0.00000478751,0.00003320286,0.0012425,0.0001072617,0.0001685868,0.001866729,0.9956182,0.0000157468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0298228,0.01446151,0.03072427,0.1315762,0.02529799,0.0008201181,0.09107146,0.02560153,0.6506242],"genre_scores_gemma":[0.03658018,0.004476906,0.01744365,0.005171162,0.001980112,0.0005102356,0.02937114,0.008010752,0.8964558],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9871659,"threshold_uncertainty_score":0.9130739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093326662745302,"score_gpt":0.3634898562285859,"score_spread":0.3225565896011329,"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."}}