{"id":"W2600660506","doi":"10.29173/slw6907","title":"Becoming a Celebrity Teacher-Librarian: Moving Towards Self-Actualization and Realization","year":2016,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Identity (music); Professional development; Space (punctuation); Psychology; School library; Pedagogy; Public relations; Faculty development; Sociology; Medical education; Political science; Computer science; Library science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006049421,0.0001743264,0.0001987999,0.0001528531,0.0007108714,0.0005010699,0.0002286463,0.0001253713,0.001075163],"category_scores_gemma":[0.001598018,0.0001438136,0.00004730683,0.0004714164,0.0003041752,0.002323952,0.000101034,0.0001423122,0.00004813015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460441,"about_ca_system_score_gemma":0.0005400348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005314621,"about_ca_topic_score_gemma":0.0005439977,"domain_scores_codex":[0.9981645,0.0004769416,0.0002877699,0.0003585851,0.0003121629,0.0004000386],"domain_scores_gemma":[0.9990549,0.0002469772,0.0001479249,0.0002107931,0.00006667009,0.0002726979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004029325,0.0001259533,0.4142051,0.00005247845,0.00008795031,0.000002274587,0.2308707,6.863402e-7,0.0001526802,0.2678919,0.0334234,0.0531466],"study_design_scores_gemma":[0.0009837337,0.00003728662,0.3238926,0.0002040075,0.00006682453,0.000001939419,0.1327581,0.00002325986,0.000527804,0.03026885,0.5105208,0.0007148572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2490201,0.004051057,0.01897323,0.5412859,0.002457228,0.001581783,0.00004268385,0.00386704,0.178721],"genre_scores_gemma":[0.9846607,0.0003535432,0.002910666,0.001126064,0.0007874,0.00003889756,0.00001260697,0.00003107835,0.01007905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7356406,"threshold_uncertainty_score":0.999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06273397829390309,"score_gpt":0.3263113814068892,"score_spread":0.2635774031129861,"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."}}