{"id":"W2595283950","doi":"10.18438/b8r645","title":"What Do Australian Library and Information Professionals Experience as Evidence?","year":2017,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Context (archaeology); Library science; Grounded theory; Sociology; Public relations; Medical education; Psychology; Qualitative research; Political science; Medicine; Computer science; 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":[0.03299482,0.0002581718,0.0007227637,0.004366275,0.0078666,0.01628818,0.0016856,0.00439187,0.004470432],"category_scores_gemma":[0.1055539,0.0007775483,0.0003989369,0.005052859,0.0094766,0.01118151,0.01021888,0.003295182,0.0007855151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140126,"about_ca_system_score_gemma":0.01672631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03090208,"about_ca_topic_score_gemma":0.03767001,"domain_scores_codex":[0.9523075,0.03128693,0.002449218,0.001693965,0.008830018,0.003432507],"domain_scores_gemma":[0.9195023,0.04321653,0.009619005,0.002662408,0.01317652,0.01182336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007000461,0.00006821653,0.02436399,0.0005671962,0.00002044072,0.00129949,0.9119734,0.0000265594,0.0003880548,0.003512522,0.003516814,0.0541933],"study_design_scores_gemma":[0.000008840268,0.0001639819,0.03016487,0.001282966,0.00003065855,0.001639029,0.8891759,0.0001338592,0.0002790025,0.002519663,0.07454589,0.00005529153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8632616,0.01320637,0.001939884,0.0781185,0.0004217235,0.00008620964,0.00007269521,0.00004347172,0.04284954],"genre_scores_gemma":[0.9811963,0.00574046,0.001168194,0.006811802,0.00009512736,0.00005921149,0.00003399912,0.00001703279,0.004877944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03299482,"threshold_uncertainty_score":0.1744954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.044370956700826,"score_gpt":0.3668966168545632,"score_spread":0.3225256601537372,"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."}}