{"id":"W3147554017","doi":"10.29173/iasl7953","title":"Building Knowing Readers: Unlocking Pleasure","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleasure; Variety (cybernetics); Reading (process); Centrality; Literacy; Psychology; Computer science; Pedagogy; Political 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":[0.005113205,0.0003737937,0.0005724361,0.001732196,0.004187621,0.01675443,0.001155014,0.001640302,0.009315833],"category_scores_gemma":[0.01398846,0.0004112535,0.0005051659,0.0007677284,0.01299553,0.01444698,0.01744086,0.00367042,0.00212885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538625,"about_ca_system_score_gemma":0.001932103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000585548,"about_ca_topic_score_gemma":0.001517104,"domain_scores_codex":[0.9958237,0.002581197,0.0001275126,0.0003215018,0.0006621022,0.0004840196],"domain_scores_gemma":[0.9873081,0.007666409,0.0009016595,0.001127695,0.0007489973,0.002247103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001570405,0.0002262339,0.01776267,0.001047276,0.00004623384,0.001459902,0.4561266,0.0001836678,0.004992838,0.1546721,0.01442597,0.3488994],"study_design_scores_gemma":[0.00006639255,0.000582315,0.01993583,0.001742077,0.0001035855,0.003380583,0.2810138,0.0005941453,0.005907632,0.2743471,0.4121849,0.0001415996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3654949,0.008534119,0.03972379,0.02572288,0.0006042874,0.0001766298,0.00009087147,0.0007984063,0.558854],"genre_scores_gemma":[0.9681877,0.002020737,0.007623243,0.001182305,0.0002622659,0.00006237321,0.00004210967,0.0001583233,0.02046099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01675443,"threshold_uncertainty_score":0.03116453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05421010774443012,"score_gpt":0.2704019932600923,"score_spread":0.2161918855156622,"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."}}