{"id":"W4405689310","doi":"","title":"While Collaboration Is Increasing in the Profession the LIS Dissertation Remains a Solo-Authored Monograph. A Review of: Sugimoto, C. R. (2011). Collaboration in information and library science doctoral education. Library & Information Science Research, 33, 3-11. doi:10.1016/j.lisr.2010.05.003","year":2011,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Information science; Engineering; Sociology; 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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01795061,0.0003771812,0.0008517705,0.006257937,0.008041563,0.02421169,0.001468629,0.002998072,0.0235317],"category_scores_gemma":[0.04310923,0.0005010279,0.0007512752,0.01284385,0.006658673,0.017118,0.01422795,0.00277175,0.009087381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00482541,"about_ca_system_score_gemma":0.01709243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200384,"about_ca_topic_score_gemma":0.003979597,"domain_scores_codex":[0.9755673,0.0121669,0.001848974,0.002933369,0.006268936,0.001214371],"domain_scores_gemma":[0.9276055,0.03004959,0.01006057,0.005392264,0.01482791,0.01206414],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001160357,0.0001840695,0.01824439,0.004566811,0.00009007446,0.0004915754,0.1025983,0.0002011604,0.002542931,0.0588105,0.1018371,0.710317],"study_design_scores_gemma":[0.00002281355,0.000147984,0.0179993,0.001736374,0.00003007809,0.0006466637,0.04402,0.00009576042,0.0005262585,0.0127988,0.9219217,0.00005433323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1506484,0.1406075,0.02096502,0.1747539,0.007182975,0.0002712388,0.001077118,0.001203463,0.5032904],"genre_scores_gemma":[0.7196225,0.09239025,0.02205398,0.01605309,0.008597701,0.0005391143,0.001205379,0.0006554933,0.1388825],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.993742,"threshold_uncertainty_score":0.09493303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1824873746452322,"score_gpt":0.5275889127799417,"score_spread":0.3451015381347095,"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."}}