{"id":"W3148518699","doi":"10.29173/iasl8159","title":"The Principal's Role in Developing Information Literacy: Finding from Australia and Canada","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":"Principal (computer security); Information literacy; Literacy; Developing country; Political science; Quality (philosophy); Public relations; Library science; Sociology; Economic growth; Pedagogy; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031254,0.0000965199,0.00009904455,0.00004096485,0.0001454665,0.0006392839,0.0003300239,0.00004072037,0.000005209285],"category_scores_gemma":[0.0005402722,0.00007819002,0.00001025126,0.000229818,0.00002441714,0.001565427,0.0001971264,0.0001589746,0.000003310526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009430449,"about_ca_system_score_gemma":0.001257974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07513013,"about_ca_topic_score_gemma":0.0594794,"domain_scores_codex":[0.9990761,0.00001663434,0.000255465,0.0001897225,0.0002321163,0.0002300103],"domain_scores_gemma":[0.9989596,0.0001899479,0.000101145,0.00008532884,0.0005772347,0.00008672923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001352592,0.00002452711,0.1524647,0.00008156893,0.00002625058,0.00001311603,0.3384905,0.000002114957,0.0003635113,0.2797429,0.001585928,0.2271914],"study_design_scores_gemma":[0.0004239795,0.00002817301,0.5646595,0.0003499432,0.000006972351,0.00003361461,0.04689224,0.00504564,0.007683422,0.03583301,0.3385302,0.0005133362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894826,0.00006878434,0.00340361,0.006464647,0.0003067004,0.00007788965,0.000008257283,0.00001737717,0.0001700892],"genre_scores_gemma":[0.9219096,0.00004635025,0.07724295,0.0005692971,0.00004988442,0.00002512176,0.000006595063,0.000002305229,0.0001478566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4121948,"threshold_uncertainty_score":0.9576827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114241304489056,"score_gpt":0.3005094131427157,"score_spread":0.2693670000978251,"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."}}