{"id":"W3143405712","doi":"10.29173/iasl8058","title":"Cultivating and Promoting a Culture of Reading Among Fathers of Men","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); School library; Sociology; Early childhood; Psychology; Developmental psychology; Political science; Library science; Law; Computer science","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":[0.0004584273,0.0001106717,0.0002216455,0.00005849044,0.00005906023,0.00007470426,0.0002793646,0.00006417369,0.000005790615],"category_scores_gemma":[0.001067863,0.00009617901,0.00003486646,0.0003604061,0.00009921931,0.0006582424,0.0002046706,0.0001374024,3.379803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001257238,"about_ca_system_score_gemma":0.0001609434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000321544,"about_ca_topic_score_gemma":8.395584e-7,"domain_scores_codex":[0.9989762,0.00002080761,0.0002792884,0.0003067339,0.0002387182,0.0001782578],"domain_scores_gemma":[0.9981645,0.00008766706,0.0002699397,0.00009129852,0.001292567,0.0000940724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003944936,0.00007143467,0.06535855,0.0003721746,0.00002889904,0.000002077868,0.7833265,2.995633e-7,0.09727766,0.02580717,0.0001844111,0.02756685],"study_design_scores_gemma":[0.0006078565,0.0002756662,0.04261209,0.001803263,0.00003562892,0.00005734784,0.3690059,0.007321508,0.5595838,0.01762544,0.0005918788,0.0004796638],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910624,0.0001037327,0.005161639,0.0003771292,0.00005536125,0.000109117,0.000003803031,0.00003096691,0.003095854],"genre_scores_gemma":[0.8272732,0.00002783035,0.1723957,0.00002846939,0.00003320332,0.00001033042,9.846001e-7,0.000004941951,0.000225362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4623061,"threshold_uncertainty_score":0.3922066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333244004693007,"score_gpt":0.2913140804196236,"score_spread":0.2679816403726935,"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."}}