{"id":"W3113980834","doi":"","title":"The Exploration of Mothers’ and Fathers’ Book Reading Behavior with their Toddler","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Toddler; Reading (process); Developmental psychology; Psychology; Linguistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002799019,0.00008613749,0.00007383791,0.0000548027,0.0001265056,0.00007089382,0.0002289189,0.00002918562,0.000005601805],"category_scores_gemma":[0.00006774169,0.00004272766,0.00001968566,0.0001309532,0.00006508436,0.0009877658,0.00002609759,0.00004665658,0.000004796563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002769211,"about_ca_system_score_gemma":0.0003450243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002362192,"about_ca_topic_score_gemma":0.000004284747,"domain_scores_codex":[0.9993283,0.00007532921,0.0001383151,0.0001920115,0.0001426559,0.0001234433],"domain_scores_gemma":[0.999122,0.0002331956,0.0001262454,0.0003460392,0.000107153,0.00006535152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000003889211,0.0002073717,0.005196993,0.000002378341,0.00001751738,1.023743e-7,0.08109339,3.673797e-7,0.002924052,0.05509122,0.0005161417,0.8549466],"study_design_scores_gemma":[0.0003382043,0.0002491103,0.9594867,0.0001540298,0.00001964359,0.00001504182,0.003203018,0.000003705441,0.01191595,0.01281796,0.01159742,0.0001992626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386492,0.0007251723,0.0511751,0.007819453,0.0006074793,0.0004039118,0.000001759273,0.00004005711,0.0005778909],"genre_scores_gemma":[0.9628792,0.0001942427,0.03540108,0.0001936451,0.0001772809,0.0001662148,0.000001225805,0.00001298151,0.0009740749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9542897,"threshold_uncertainty_score":0.1742384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207843601488243,"score_gpt":0.2632337979004006,"score_spread":0.2424494377515763,"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."}}