{"id":"W3214706743","doi":"","title":"Cultivating a Librarians's Community of Practice","year":2019,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University","keywords":"Community practice; Sociology; Public relations; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.03221732,0.0005593568,0.0006700229,0.005040646,0.0217534,0.03109711,0.003429519,0.004529298,0.01097051],"category_scores_gemma":[0.05882492,0.0009359524,0.0006642558,0.002255729,0.02844457,0.01347852,0.03232921,0.006635243,0.002605053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007211993,"about_ca_system_score_gemma":0.03394466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003059258,"about_ca_topic_score_gemma":0.006307188,"domain_scores_codex":[0.9547204,0.03292613,0.00115079,0.00314048,0.005542705,0.002519471],"domain_scores_gemma":[0.8920196,0.04547167,0.00617892,0.01322788,0.01409855,0.02900341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008334003,0.0008347911,0.0132691,0.00033442,0.00004593256,0.0008006202,0.6869324,0.0002704988,0.003044062,0.1270476,0.01894464,0.1483926],"study_design_scores_gemma":[0.0001169144,0.000345612,0.007760786,0.0006431685,0.00004582553,0.0008105243,0.4352715,0.001281804,0.001984727,0.09417355,0.457462,0.0001035458],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4814903,0.002098394,0.05838548,0.07755248,0.001236796,0.001040524,0.00007876346,0.001272074,0.3768452],"genre_scores_gemma":[0.9441083,0.0003058546,0.02267507,0.002781991,0.0001572035,0.0002492991,0.00003749043,0.0002395075,0.02944532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03221732,"threshold_uncertainty_score":0.1703835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560896163550142,"score_gpt":0.2811265735112088,"score_spread":0.2655176118757074,"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."}}