{"id":"W3143128902","doi":"10.29173/iasl7856","title":"\"This role pushed me in new directions\"","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reading (process); Pedagogy; Identity (music); Literacy; Sociology; Space (punctuation); Work (physics); Teacher education; Teacher leadership; Professional development; Information literacy; Psychology; Public relations; Political science; Educational leadership; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003708198,0.0006109201,0.0003131722,0.000684813,0.0115792,0.007553651,0.001150681,0.002949595,0.02623298],"category_scores_gemma":[0.008037102,0.0003693931,0.0006219184,0.0004408115,0.01001487,0.00732387,0.008731869,0.009025767,0.01133683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304331,"about_ca_system_score_gemma":0.004588858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006585903,"about_ca_topic_score_gemma":0.01231527,"domain_scores_codex":[0.9960676,0.001998148,0.00009436532,0.0003587558,0.0008263034,0.0006547354],"domain_scores_gemma":[0.9952553,0.0007456288,0.0004137988,0.0003877019,0.001328557,0.001868902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008035182,0.0001000399,0.004961093,0.0001875101,0.00002011679,0.001521929,0.2872888,0.00009520489,0.002123589,0.115427,0.5164254,0.07176886],"study_design_scores_gemma":[0.000007271641,0.00003722642,0.0005387598,0.0001378555,0.000006724329,0.0007111942,0.07820369,0.00005208913,0.0002539443,0.00340428,0.9166163,0.00003062603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06709322,0.004643946,0.01821028,0.2915455,0.0194168,0.0002527287,0.0003158736,0.00124978,0.5972718],"genre_scores_gemma":[0.3160854,0.002058717,0.007483576,0.1006512,0.001392791,0.0002255277,0.0001285333,0.0005440714,0.5714303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02623298,"threshold_uncertainty_score":0.08775806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905187552314503,"score_gpt":0.2792829666955002,"score_spread":0.2602310911723552,"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."}}