{"id":"W2792503037","doi":"10.1002/geo2.47","title":"New digital developments for <scp>RGS</scp>‐<scp>IBG</scp> journals in 2018","year":2018,"lang":"en","type":"article","venue":"Geo Geography and Environment","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Publication; Discoverability; Publishing; World Wide Web; Disk formatting; Computer science; Library science; Advertising; Political science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008694366,0.001028984,0.001006919,0.00704752,0.003604707,0.02378298,0.002411665,0.006372435,0.3214574],"category_scores_gemma":[0.03509696,0.0007683738,0.001401116,0.006946492,0.003200246,0.01399831,0.008011838,0.005573521,0.3113859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005506981,"about_ca_system_score_gemma":0.0135222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913386,"about_ca_topic_score_gemma":0.006259477,"domain_scores_codex":[0.9902948,0.0007023067,0.0007983887,0.000658617,0.006541519,0.001004372],"domain_scores_gemma":[0.9560105,0.00491656,0.002196026,0.004334014,0.01563329,0.0169096],"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":[0.00001930059,0.00002531347,0.00009912741,0.000198781,0.000002885668,0.000101187,0.00009802076,0.00004183619,0.0003983458,0.01192035,0.9265193,0.06057559],"study_design_scores_gemma":[0.000002005792,0.000004985895,0.0001133502,0.00007109778,8.981603e-7,0.00004782679,0.00004359832,0.00001207033,0.00007289635,0.001124997,0.9985012,0.000005183859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002262773,0.01890735,0.006167107,0.1324332,0.1501306,0.0003614005,0.009054753,0.01013019,0.6705527],"genre_scores_gemma":[0.005064862,0.01172214,0.00988175,0.02057803,0.02561151,0.0002496962,0.006061581,0.003520292,0.9173102],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.976217,"threshold_uncertainty_score":0.9678587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905304876139492,"score_gpt":0.2476723605410071,"score_spread":0.2286193117796122,"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."}}