{"id":"W3146661949","doi":"10.29173/iasl8059","title":"Not Just Book Week: Developing a Reading Culture at Mill Park Secondary College","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Impact of Education Environments","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Mill; Presentation (obstetrics); Pedagogy; Sociology; Psychology; Management; Political science; Engineering; Medicine; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005156315,0.0002522276,0.0002849168,0.00008133928,0.001131531,0.0002541392,0.0004059153,0.0002490512,0.002502154],"category_scores_gemma":[0.0008402183,0.0002654639,0.0000795879,0.0004274397,0.0003208712,0.001273326,0.0002254115,0.0003282065,0.000337005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006901591,"about_ca_system_score_gemma":0.001340768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239563,"about_ca_topic_score_gemma":0.000118398,"domain_scores_codex":[0.9977056,0.00004964378,0.0003372263,0.0005459695,0.0006588642,0.0007026675],"domain_scores_gemma":[0.998583,0.00006681299,0.0002056221,0.00011803,0.0006979171,0.0003286001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004365788,0.0001198781,0.01013092,0.0000917444,0.00005721701,0.00002139697,0.7804252,2.350307e-7,0.002791553,0.01714472,0.1878996,0.00127388],"study_design_scores_gemma":[0.0003125096,0.00004396966,0.01222919,0.000141105,0.00002601343,0.00002030684,0.3041291,0.000004706018,0.007296925,0.0006198102,0.6747442,0.0004320664],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.858276,0.0003690587,0.00004159042,0.01568399,0.0006436198,0.000385479,0.0001291599,0.0001636016,0.1243075],"genre_scores_gemma":[0.8962968,0.0003787816,0.001518041,0.004328752,0.0003487584,0.00004234318,0.00002529109,0.00002422407,0.09703699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4868446,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502278796580556,"score_gpt":0.3122538307178089,"score_spread":0.2672310427520034,"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."}}