{"id":"W2538659700","doi":"10.1108/nlw-03-2016-0019","title":"Economic well-being and social justice through pleasure reading","year":2016,"lang":"en","type":"article","venue":"New Library World","topic":"Library Science and Administration","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Pleasure; Reading (process); Government (linguistics); Mandate; Public relations; Originality; Recreation; Value (mathematics); Literacy; Economic Justice; Sociology; Information literacy; Psychology; Political science; Social science; Law; Computer science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001140698,0.00009211025,0.0001062646,0.00005377751,0.0006681249,0.0003093114,0.0002302455,0.0000537082,0.002434665],"category_scores_gemma":[0.00001430834,0.00007211067,0.00003759301,0.0001809698,0.0002022939,0.007566776,0.00005366883,0.00006631387,0.0002399649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002238788,"about_ca_system_score_gemma":0.0004062595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073721,"about_ca_topic_score_gemma":0.0001979202,"domain_scores_codex":[0.9990771,0.00008043451,0.0001513942,0.0002565553,0.0001466469,0.0002878857],"domain_scores_gemma":[0.9995566,0.0001650985,0.00006830458,0.00008487958,0.000003403569,0.0001217014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001578779,0.000006860466,0.01528675,0.000007445326,0.000005767713,0.000004211118,0.006705128,3.961476e-7,0.0002155167,0.8172271,0.1494682,0.01105687],"study_design_scores_gemma":[0.0002094415,0.00001642697,0.00438547,0.00002982431,0.0000124222,7.109898e-7,0.001332313,0.000003741895,0.0008182698,0.05807301,0.9349631,0.0001552487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07979713,0.00004742358,0.00006723402,0.1025284,0.0006815735,0.0001229668,0.000004905588,0.0002062333,0.8165441],"genre_scores_gemma":[0.8419002,0.0001100703,0.0008703851,0.002756712,0.002524434,0.000002079492,0.000004061819,0.00001282392,0.1518193],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.785495,"threshold_uncertainty_score":0.9984772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438155108679882,"score_gpt":0.2793436034678743,"score_spread":0.2549620523810755,"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."}}