{"id":"W2907897589","doi":"","title":"Examining the Quality of Storybook Reading Sessions Between Parents and Children","year":2018,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Psychology; Developmental psychology; Extant taxon; Literacy; Session (web analytics); Shared reading; Quality (philosophy); Emergent literacy; Pedagogy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001776516,0.0002929825,0.0005372365,0.000892847,0.001042219,0.0000905972,0.0008129499,0.0003839537,0.0001158508],"category_scores_gemma":[0.0001415193,0.000256662,0.0001217057,0.0006617072,0.0005004905,0.0001484223,0.0002074134,0.001163289,0.00003704058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003301408,"about_ca_system_score_gemma":0.0004860229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01547365,"about_ca_topic_score_gemma":0.001226395,"domain_scores_codex":[0.9956067,0.001714671,0.0004995519,0.0007931117,0.000748965,0.0006370093],"domain_scores_gemma":[0.9972156,0.000967145,0.0004738196,0.0008261021,0.0002745722,0.0002427974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003388112,0.00006057982,0.9806116,0.00008633504,0.0006345194,0.00005602146,0.0101457,1.085668e-7,0.000591249,0.001474492,0.00262823,0.003372377],"study_design_scores_gemma":[0.0004411525,0.0002068846,0.9770815,0.0003043039,0.00007791934,0.000007951357,0.01087221,4.941878e-7,0.00129672,0.000119652,0.009327458,0.0002637894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8296917,0.0001786038,0.000007011815,0.00003420435,0.0008933807,0.0004334406,0.00002334006,0.00004572292,0.1686926],"genre_scores_gemma":[0.8575328,0.00004492212,0.00001953585,0.000003083641,0.0004015338,0.000005721029,0.0001665502,0.00003691756,0.1417889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02784113,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07387262052134067,"score_gpt":0.368813798685779,"score_spread":0.2949411781644383,"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."}}