{"id":"W3135179369","doi":"10.29173/iasl7474","title":"Growing from Nothing","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Christian ministry; Cronbach's alpha; Psychology; Mathematics education; Pedagogy; Medical education; School library; Library science; Political science; Medicine; Computer science","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":[0.001562721,0.0008660058,0.0006777666,0.001332354,0.007493198,0.009788247,0.001775102,0.003331569,0.2042678],"category_scores_gemma":[0.007350397,0.0003214555,0.0008290072,0.001316065,0.003741151,0.01364886,0.01401268,0.005191052,0.1224309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741287,"about_ca_system_score_gemma":0.002777058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003037361,"about_ca_topic_score_gemma":0.005458979,"domain_scores_codex":[0.9975611,0.0005508837,0.0001028505,0.0005173252,0.0007971607,0.0004707565],"domain_scores_gemma":[0.9965885,0.0003145547,0.0001947737,0.0005925272,0.001008113,0.001301537],"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":[0.00004766098,0.00008296312,0.002224029,0.0002438696,0.00002252273,0.001052208,0.01489592,0.0000405712,0.0007610457,0.05819898,0.7318163,0.190614],"study_design_scores_gemma":[0.000002015249,0.00001332083,0.0004408818,0.00009244389,0.000003484161,0.000373912,0.004829887,0.00001291702,0.0000617438,0.003228054,0.9909332,0.000008180024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009677328,0.003037318,0.003664394,0.04727131,0.009347139,0.0001382211,0.0005248145,0.001078971,0.9252605],"genre_scores_gemma":[0.05689856,0.002727428,0.003148924,0.04178771,0.001691208,0.0001416112,0.000945486,0.00103256,0.8916265],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2042678,"threshold_uncertainty_score":0.6833438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03978529679597084,"score_gpt":0.298056634055029,"score_spread":0.2582713372590582,"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."}}