{"id":"W2171584124","doi":"10.20360/g26884","title":"Processing Factors, Academic Discourse, and Local and Global Comprehension","year":2013,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miscue analysis; Fluency; Comprehension; Meaning (existential); Recall; Reading (process); Reading comprehension; Linguistics; Psychology; Literacy; Cognitive psychology; Mathematics education; Pedagogy; Philosophy","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":[0.001111437,0.0005497314,0.0003113745,0.00211263,0.000272241,0.001683912,0.0002453108,0.0004241679,0.003878774],"category_scores_gemma":[0.01569918,0.0002134426,0.0002408548,0.0010721,0.0008569244,0.001055576,0.0007085713,0.0006182846,0.0003666663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613896,"about_ca_system_score_gemma":0.0002467341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092833,"about_ca_topic_score_gemma":0.001387852,"domain_scores_codex":[0.9994454,0.0001594879,0.0000653423,0.000117877,0.0001571655,0.00005485331],"domain_scores_gemma":[0.9777563,0.0156936,0.004031433,0.0007758679,0.001093495,0.0006493101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000764594,0.000587289,0.8830905,0.0003364969,0.0002178351,0.0006051612,0.03127758,0.0003642774,0.03212075,0.0007013633,0.0001487501,0.04978543],"study_design_scores_gemma":[0.00001133021,0.0005255255,0.9897315,0.00002960702,0.00006278271,0.00028653,0.004881602,0.0003534784,0.003162388,0.0006220991,0.0003159255,0.00001721149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979739,0.0001042063,0.0002388366,0.00001502038,0.000001111009,0.00001176374,0.00003386544,0.000008469947,0.001612966],"genre_scores_gemma":[0.999081,0.00008384846,0.0002964617,0.000005822484,0.000004075765,0.00001164513,0.00005890143,0.000007876085,0.0004502764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003878774,"threshold_uncertainty_score":0.01297581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257906187580761,"score_gpt":0.368805775795819,"score_spread":0.3462267139200114,"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."}}