{"id":"W7037732325","doi":"","title":"ERIC ED545543: Principal Quality Practice in Alberta: Education 900 Introduction Paper","year":2010,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Quality (philosophy); Instructional leadership; Educational leadership; Professional development; Likert scale; Leadership style; Leadership development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003337091,0.0001875031,0.000119173,0.0006074014,0.002526183,0.002701225,0.0009006634,0.001116963,0.07210563],"category_scores_gemma":[0.003868623,0.0002212592,0.00007938634,0.001077273,0.001156326,0.0005939323,0.001143874,0.0007078541,0.008740367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01181407,"about_ca_system_score_gemma":0.03010791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5060227,"about_ca_topic_score_gemma":0.6624302,"domain_scores_codex":[0.9979411,0.0004080525,0.00007911093,0.0001973808,0.001055152,0.0003191706],"domain_scores_gemma":[0.9910575,0.001089535,0.0004019455,0.0004354971,0.004270627,0.002744919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002512548,0.0006232021,0.07265782,0.0004584065,0.000006699986,0.0004536326,0.004961017,0.0004755209,0.002486182,0.003952289,0.5939583,0.3197156],"study_design_scores_gemma":[0.00004045776,0.0003090046,0.2652265,0.0003516532,0.000006596088,0.0002014775,0.009637108,0.0005633253,0.001273517,0.0004115,0.7219452,0.00003370374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2735334,0.005560354,0.003109837,0.0541686,0.002373057,0.001037104,0.003515938,0.001919949,0.6547817],"genre_scores_gemma":[0.2610137,0.002358088,0.003303277,0.002521392,0.0002035135,0.0001802421,0.002158918,0.0001946556,0.7280662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4939773,"threshold_uncertainty_score":0.9937729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004490275392888676,"score_gpt":0.1997731813225169,"score_spread":0.1952829059296282,"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."}}