{"id":"W7008371740","doi":"","title":"Awareness and analysis: how morphological processes predict growth in early reading comprehension","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading comprehension; Morpheme; Comprehension; Reading (process); CLARITY; Meaning (existential); Literacy; Process (computing); Phonological awareness","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001174794,0.0004659785,0.0002308054,0.0008955081,0.0003119073,0.001582528,0.0003973888,0.0005805095,0.00163694],"category_scores_gemma":[0.007761308,0.0003116968,0.0004454748,0.0005621202,0.0005358437,0.001320457,0.0008502777,0.0008503388,0.000378605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005710429,"about_ca_system_score_gemma":0.001195158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03827218,"about_ca_topic_score_gemma":0.06044077,"domain_scores_codex":[0.999553,0.00009550925,0.0000326813,0.000123759,0.0001361201,0.00005894601],"domain_scores_gemma":[0.995529,0.001395597,0.001896548,0.0002711561,0.0005710006,0.0003367712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005432996,0.00007096397,0.9864709,0.00002093859,0.00002608921,0.0001079921,0.002397405,0.0001236222,0.002465254,0.00011725,0.00008309237,0.008062058],"study_design_scores_gemma":[6.503733e-7,0.00003843946,0.9987845,0.000008473472,0.000008827274,0.00005650181,0.0004220515,0.0001749724,0.0002925761,0.00006662869,0.0001439873,0.00000241522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987403,0.0001386685,0.0002387202,0.0000531619,0.000002725958,0.000006186877,0.00008109577,0.000009592463,0.0007296246],"genre_scores_gemma":[0.9983128,0.0001708903,0.0005431066,0.00001237454,0.00000217976,0.00001209151,0.0001749335,0.000007079579,0.0007645188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03827218,"threshold_uncertainty_score":0.0760988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037135945366347,"score_gpt":0.2515075616418497,"score_spread":0.2311362021881862,"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."}}