{"id":"W3148729219","doi":"10.29173/iasl8115","title":"Children's Reading Habits and their Use of the Media","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Reading (process); Mythology; Variety (cybernetics); Context (archaeology); Expression (computer science); Solidarity; Literature; Aesthetics; Art; Visual arts; History; Linguistics; Computer science; Political science; 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":[0.001107007,0.0002954415,0.0004214915,0.003130007,0.0007709857,0.003654632,0.0005062037,0.0007096119,0.00455422],"category_scores_gemma":[0.01040634,0.0004284073,0.0004504214,0.001466797,0.001030322,0.001476516,0.001105578,0.0009369575,0.001084431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000617391,"about_ca_system_score_gemma":0.0004228657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126709,"about_ca_topic_score_gemma":0.01677372,"domain_scores_codex":[0.9989906,0.0002159666,0.0001499994,0.0001602413,0.0003359963,0.0001472186],"domain_scores_gemma":[0.9937092,0.002526533,0.002015933,0.000274859,0.0008975812,0.0005759019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001776855,0.0003479563,0.8799679,0.0001936861,0.00008768882,0.00168521,0.0871233,0.0001186108,0.002146197,0.000547373,0.001007666,0.02659678],"study_design_scores_gemma":[0.000006716432,0.0001909692,0.9557615,0.0001025214,0.00005853566,0.001927937,0.03721732,0.00007640681,0.0004208772,0.0002806321,0.003921932,0.00003461564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899529,0.001028747,0.00006989401,0.0001456143,0.000009146851,0.00001796248,0.0003062792,0.00002310697,0.008446331],"genre_scores_gemma":[0.9948235,0.001171064,0.000209605,0.00005682209,0.000007028335,0.00003292049,0.0002786086,0.00001557781,0.003404928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0126709,"threshold_uncertainty_score":0.02519429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830591302159546,"score_gpt":0.2620950205020995,"score_spread":0.223789107480504,"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."}}