{"id":"W4233561200","doi":"10.3233/ip-2010-0219","title":"World Wide Research: Reshaping the Sciences and Humanities, by William H. Dutton and Paul W. Jeffreys, eds","year":2010,"lang":"en","type":"article","venue":"Information Polity","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art; Art history","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002376921,0.001349743,0.0008138128,0.002884079,0.002181534,0.01130756,0.001305579,0.002375316,0.01150318],"category_scores_gemma":[0.005255799,0.001128731,0.0006999776,0.005415849,0.00327381,0.01350458,0.003251233,0.005295863,0.008943941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003493121,"about_ca_system_score_gemma":0.007767267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008391853,"about_ca_topic_score_gemma":0.0196678,"domain_scores_codex":[0.9985268,0.0004078803,0.00009152933,0.0002033099,0.0006596715,0.000110775],"domain_scores_gemma":[0.9973252,0.001373115,0.0001735644,0.0001584963,0.0005015056,0.0004681066],"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":[0.00001015226,0.00001398911,0.0001738653,0.0003722512,0.000009088559,0.00003992857,0.001608409,0.0001429134,0.0001078733,0.03389814,0.8564078,0.1072157],"study_design_scores_gemma":[0.000001945292,0.000003852766,0.0002757306,0.0004373238,0.000002683956,0.00006855711,0.0005929387,0.00004432636,0.00002762213,0.006890169,0.99165,0.000004841862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005862832,0.8720015,0.002413329,0.05473812,0.01417506,0.00002598459,0.0001823963,0.0001752204,0.05570219],"genre_scores_gemma":[0.007235307,0.8263355,0.004761937,0.0120868,0.009044424,0.00008192224,0.0003260779,0.0002241413,0.1399039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9978185,"threshold_uncertainty_score":0.03848201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130850105910918,"score_gpt":0.3123754009309614,"score_spread":0.1992903903398696,"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."}}