{"id":"W2751360769","doi":"10.29173/iasl7823","title":"Building a Vibrant Future for School Librarians through Online Conversations for Professional Development","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":"","funders":"","keywords":"Professional development; Pedagogy; Sociology; Public relations; Medical education; Political science; Medicine","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":[0.0204651,0.0005325926,0.0006855914,0.003276925,0.02871507,0.03337682,0.002051952,0.005580463,0.02141305],"category_scores_gemma":[0.01524107,0.001027805,0.001271879,0.001483512,0.01520032,0.04294976,0.04157139,0.008449901,0.01338326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003349787,"about_ca_system_score_gemma":0.01161309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007881292,"about_ca_topic_score_gemma":0.002483872,"domain_scores_codex":[0.9819214,0.01230035,0.000549228,0.001055476,0.002146265,0.002027155],"domain_scores_gemma":[0.9688569,0.006408982,0.001675618,0.002086999,0.00254789,0.01842368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008422252,0.0008220477,0.01105086,0.0006064502,0.00005564354,0.002093453,0.5010573,0.0002253506,0.003455551,0.1419326,0.1206905,0.217926],"study_design_scores_gemma":[0.00002300769,0.0001212928,0.002579191,0.0005225481,0.00001890907,0.0007994897,0.1911263,0.0002427663,0.0006237023,0.04773769,0.756137,0.00006816654],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1751657,0.01116797,0.06046719,0.3081888,0.004369154,0.0006102021,0.0002200787,0.002913333,0.4368976],"genre_scores_gemma":[0.7892899,0.004214767,0.07149585,0.02972769,0.001757111,0.0006231099,0.000251393,0.0007801884,0.1018599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03337682,"threshold_uncertainty_score":0.1082311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796967117895143,"score_gpt":0.3330861705866706,"score_spread":0.2951164994077192,"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."}}