{"id":"W4206080459","doi":"10.18438/eblip30031","title":"Librarians Are Interested in Finding Research Collaborators","year":2021,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Survey research; Psychology; Exploratory research; Medical education; Computer-assisted web interviewing; Library science; Public relations; Sociology; Political science; Medicine; Applied psychology; Marketing; Computer science; Business; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01820973,0.0004501574,0.0007891001,0.003821885,0.005850837,0.01543662,0.001076782,0.004391972,0.04130015],"category_scores_gemma":[0.08117882,0.0007453361,0.0008250134,0.008021796,0.002548818,0.01245653,0.009637406,0.002051888,0.0229297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561334,"about_ca_system_score_gemma":0.005700116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009944518,"about_ca_topic_score_gemma":0.003477928,"domain_scores_codex":[0.9640051,0.01989667,0.002903198,0.001769197,0.009356792,0.002069167],"domain_scores_gemma":[0.8725743,0.05812899,0.02334632,0.008044768,0.01840043,0.01950518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000108714,0.0002410189,0.06725775,0.003004873,0.0001241827,0.001660366,0.04882398,0.00006012282,0.001510065,0.009113821,0.4155632,0.4525318],"study_design_scores_gemma":[0.00001803851,0.00007771094,0.01332263,0.0008248436,0.00005703059,0.002241099,0.03201438,0.00002508613,0.000300848,0.002547821,0.948522,0.0000485021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1202397,0.09834494,0.008526405,0.2290134,0.005836169,0.0005100434,0.001539045,0.001458877,0.5345315],"genre_scores_gemma":[0.5431979,0.08602051,0.01863692,0.1512256,0.008739554,0.0009472503,0.002006144,0.0007881326,0.188438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04130015,"threshold_uncertainty_score":0.1381627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06628631636578075,"score_gpt":0.3774427053022594,"score_spread":0.3111563889364786,"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."}}