{"id":"W2956147372","doi":"10.11575/prism/33232","title":"Midterm External Review Panel Discussion of the Academic Research and University Libraries: Creating a New Model for Collaboration research project","year":2018,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge management; Public relations; Engineering ethics; Engineering management; Sociology; Political science; Computer science; Business; Engineering","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":["metaresearch"],"category_scores_codex":[0.363789,0.002230294,0.003458189,0.008305733,0.01149247,0.01945851,0.008552127,0.03411306,0.02314964],"category_scores_gemma":[0.3699733,0.001875262,0.005579103,0.006755076,0.005901066,0.007828404,0.01441709,0.02248515,0.01054534],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02061288,"about_ca_system_score_gemma":0.06628569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00678926,"about_ca_topic_score_gemma":0.01708372,"domain_scores_codex":[0.7871036,0.07639036,0.02718533,0.009980612,0.09051928,0.00882085],"domain_scores_gemma":[0.3602826,0.09576701,0.02841821,0.02166901,0.4570419,0.03682119],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002530363,0.00003336232,0.0003625541,0.001636948,0.00007854549,0.0002933888,0.000913262,0.00008026772,0.001509564,0.003253909,0.9794846,0.01210056],"study_design_scores_gemma":[0.0001763603,0.00008608709,0.001482759,0.003223661,0.0001671451,0.00009196132,0.0008145178,0.0001790992,0.0006370257,0.002428865,0.9905939,0.0001186258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002178535,0.005222257,0.006549023,0.6886219,0.2652977,0.01283063,0.002955379,0.0003362825,0.01600838],"genre_scores_gemma":[0.02179107,0.01013781,0.03345401,0.654752,0.1235882,0.05069481,0.004035518,0.001081801,0.1004647],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9916943,"threshold_uncertainty_score":0.7845615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6432148810038621,"score_gpt":0.5326285668549855,"score_spread":0.1105863141488767,"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."}}