{"id":"W3137661546","doi":"10.29173/iasl7692","title":"Dispositions of Exemplary School Librarians","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Religious Education and Schools","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Association (psychology); Action (physics); Pedagogy; Strengths and weaknesses; Mathematics education; Social psychology; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002322937,0.00009730556,0.0001650266,0.00007297094,0.0003380504,0.0002689525,0.0002795509,0.0001129835,0.001583339],"category_scores_gemma":[0.0007219997,0.000101178,0.00007379091,0.0004995618,0.0001974384,0.000424935,0.00005549068,0.0001755033,0.0001249054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003531509,"about_ca_system_score_gemma":0.001327482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001867204,"about_ca_topic_score_gemma":0.00002936946,"domain_scores_codex":[0.9988801,0.00003234569,0.0002382762,0.0002383086,0.0003446792,0.0002663122],"domain_scores_gemma":[0.9982356,0.00004725571,0.0001031484,0.00008833364,0.001250576,0.0002750701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002226062,0.0001527911,0.06038598,0.0000589983,0.00003998829,0.000007673831,0.35258,4.076544e-7,0.001942265,0.3269858,0.255265,0.002558926],"study_design_scores_gemma":[0.000524069,0.00009308265,0.05626675,0.0003391483,0.00006383112,0.00002141933,0.7445966,0.00002251172,0.007304297,0.1121462,0.07800648,0.0006155652],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7547551,0.0002135199,0.0001652383,0.009710549,0.0002418311,0.0001618508,0.00003631633,0.0001100789,0.2346056],"genre_scores_gemma":[0.9848799,0.0003391465,0.0007912788,0.0006487889,0.0002025774,0.00002295233,0.00001165673,0.000008538826,0.01309513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3920166,"threshold_uncertainty_score":0.9993293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456547927472736,"score_gpt":0.3083048456713212,"score_spread":0.2837393663965938,"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."}}