{"id":"W3141751373","doi":"10.29173/iasl7553","title":"Enabling Adult","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); School library; Psychology; Pedagogy; Knowledge management; Sociology; Public relations; Computer science; Political science; Library 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002824177,0.00009169579,0.0001066193,0.00004340742,0.0005204766,0.0006588486,0.0002756067,0.00009064357,0.0006809598],"category_scores_gemma":[0.0006714889,0.00009048417,0.00004341205,0.0005320641,0.000210161,0.00254683,0.00005468367,0.0001291597,0.0001276427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002254637,"about_ca_system_score_gemma":0.0008523252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001698504,"about_ca_topic_score_gemma":0.0001495473,"domain_scores_codex":[0.9987275,0.00001775723,0.0001623034,0.0003090122,0.0004292244,0.0003542072],"domain_scores_gemma":[0.9984664,0.0000288633,0.00006844543,0.00005555904,0.001195466,0.0001852861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001244441,0.00008056963,0.02331735,0.00002712278,0.000009212588,0.00002333873,0.5066636,2.248068e-7,0.002125179,0.4430736,0.008837636,0.01582977],"study_design_scores_gemma":[0.0002115602,0.0000774365,0.003462747,0.000078772,0.0000103014,0.000009455857,0.7719876,0.00007165509,0.01354981,0.02401542,0.1861638,0.0003615074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.856715,0.00004307508,0.00008509136,0.0124949,0.0002450651,0.00009122386,0.000007361805,0.0001510173,0.1301673],"genre_scores_gemma":[0.9853178,0.0001039481,0.0005816498,0.001209327,0.000360564,0.000008297627,0.000005530897,0.000005041661,0.01240779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4190582,"threshold_uncertainty_score":0.7456033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03683643882123817,"score_gpt":0.3020224883144822,"score_spread":0.265186049493244,"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."}}