{"id":"W2769814130","doi":"10.20360/g21d4f","title":"Readers’ interactions in an online reading group","year":2017,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Dialogical self; Psychology; Selection (genetic algorithm); Face (sociological concept); Diversity (politics); Pedagogy; Literacy; Mathematics education; Computer science; Linguistics; Sociology; Social psychology","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":[0.00009414399,0.00009323427,0.0001094893,0.0001041307,0.0003627436,0.0008823356,0.000108107,0.00001826054,0.0006988161],"category_scores_gemma":[0.00006106196,0.00007950718,0.0000239805,0.00001131397,0.00007636455,0.002114603,0.00002763096,0.0001435031,0.00002036807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001543748,"about_ca_system_score_gemma":0.000009116005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003258562,"about_ca_topic_score_gemma":0.006743563,"domain_scores_codex":[0.9994164,0.00002993468,0.0001599558,0.0001743339,0.00006005615,0.0001593892],"domain_scores_gemma":[0.9994368,0.00005080587,0.00008265722,0.0003247343,0.00003557173,0.00006940804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001174961,0.0001229239,0.008300975,0.00002387427,0.000004462085,0.00002580127,0.9410264,3.553636e-8,0.00005614749,0.002124122,0.0002956014,0.04800786],"study_design_scores_gemma":[0.0007740136,0.0001068995,0.1176133,0.0003839058,0.0000296229,0.00002108896,0.7177753,0.0003798247,0.00005798147,0.00141553,0.1610439,0.0003985855],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942434,0.0002704585,0.000004055474,0.0004920987,0.00092452,0.00007086553,0.00003064944,0.00003302551,0.003930858],"genre_scores_gemma":[0.9907714,0.00002431842,0.0002382423,0.000538644,0.002112718,0.00001049632,0.0002373222,0.00001195039,0.006054924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2232511,"threshold_uncertainty_score":0.8508383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05714328284594653,"score_gpt":0.3340403019001479,"score_spread":0.2768970190542014,"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."}}