{"id":"W2315979035","doi":"10.29173/cais439","title":"Making Choices: What Readers Say About Choosing Books to Read for Pleasure","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pleasure; Reading (process); Process (computing); Computer science; Psychology; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005874513,0.000401315,0.0006291293,0.001331352,0.005127203,0.01078484,0.001248541,0.002833221,0.003710007],"category_scores_gemma":[0.03135189,0.000526453,0.0004470769,0.001422311,0.0115153,0.01146482,0.004450553,0.004386568,0.0009481438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584439,"about_ca_system_score_gemma":0.001306271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233915,"about_ca_topic_score_gemma":0.00224616,"domain_scores_codex":[0.9920489,0.005677202,0.0002789203,0.0004872963,0.000909192,0.0005984457],"domain_scores_gemma":[0.9767631,0.01868361,0.001747128,0.0005113445,0.001000533,0.001294107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003856437,0.00002199137,0.004576535,0.00009191944,0.00001096991,0.0004867912,0.9837126,0.00003296074,0.0003670113,0.004622364,0.0009416672,0.005096692],"study_design_scores_gemma":[0.000006741262,0.00004456797,0.002810639,0.0001795697,0.00001208509,0.0003707559,0.9768178,0.00008262747,0.0003230816,0.003070989,0.01625255,0.0000284673],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172742,0.002327529,0.005666059,0.009278989,0.0002701057,0.00009471789,0.00009466406,0.00006002661,0.06493363],"genre_scores_gemma":[0.990415,0.0009133553,0.0008493968,0.001185387,0.00009053348,0.0000498236,0.00005620012,0.00004975789,0.006390575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01078484,"threshold_uncertainty_score":0.03106779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05110285874387612,"score_gpt":0.3034958718809095,"score_spread":0.2523930131370334,"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."}}