{"id":"W3206081803","doi":"10.11575/ajer.v67i3.69977","title":"An Alberta Approach to School Improvement in an Australian Rural School","year":2020,"lang":"en","type":"article","venue":"University of Calgary","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Excellence; Literacy; Pedagogy; Sociology; Political science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004138346,0.00005414171,0.00009763216,0.0000556096,0.0001611519,0.00003442873,0.0003419417,0.00006083326,0.00102472],"category_scores_gemma":[0.0001797653,0.00006552827,0.00002712635,0.0002551964,0.00006714112,0.0007058852,0.00003098321,0.0001346941,0.00003953631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006934365,"about_ca_system_score_gemma":0.0002577118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04281964,"about_ca_topic_score_gemma":0.005024021,"domain_scores_codex":[0.9991153,0.0003178897,0.00007946306,0.0001624028,0.0001750986,0.0001498854],"domain_scores_gemma":[0.9991581,0.00005218093,0.00005658075,0.0001235998,0.00005143559,0.0005581149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008551626,0.001756026,0.4310255,0.0001209364,0.00007413944,0.0000169588,0.3727193,0.0002388699,0.01789359,0.04684773,0.01964387,0.1088079],"study_design_scores_gemma":[0.0009168815,0.0006823023,0.1706262,0.0000230908,0.00004615049,2.93871e-7,0.4945942,0.0006692233,0.0003139895,0.000454931,0.3312329,0.000439768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9137297,0.000008458705,0.001315756,0.01089132,0.00007735684,0.0003156309,0.000002539128,0.00002301241,0.0736362],"genre_scores_gemma":[0.9311745,0.0000202277,0.06284828,0.001288394,0.000165063,5.420673e-7,0.00001526097,0.000005720335,0.004482001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311589,"threshold_uncertainty_score":0.9998885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0482073431404629,"score_gpt":0.3362605005966124,"score_spread":0.2880531574561495,"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."}}