{"id":"W4391706316","doi":"10.51644/9781554580897-005","title":"Acknowledgements","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Université Laval; Trent University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Trent University","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005159053,0.001060498,0.001325293,0.00240746,0.002042533,0.003041038,0.002509324,0.001234125,0.3477013],"category_scores_gemma":[0.03824464,0.000312606,0.0005743774,0.001875805,0.0008677599,0.002190986,0.0043147,0.003360827,0.2511642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608488,"about_ca_system_score_gemma":0.004697262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003286285,"about_ca_topic_score_gemma":0.004132443,"domain_scores_codex":[0.9930889,0.001557901,0.0004894577,0.0008842183,0.00359746,0.0003820284],"domain_scores_gemma":[0.9626337,0.003961226,0.001182851,0.002411275,0.02504611,0.0047648],"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":[0.00005933257,0.00001901092,0.0003487185,0.0002787993,0.000006517679,0.0002347922,0.0007881441,0.00005321419,0.0006211036,0.0076409,0.949827,0.04012239],"study_design_scores_gemma":[0.000005654396,0.000007105729,0.000270235,0.0001210621,0.000003100919,0.0001689956,0.0003938999,0.00003316564,0.0001076454,0.001434879,0.9974487,0.000005378212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004945956,0.01439583,0.02526024,0.1367175,0.1781736,0.002117177,0.04728288,0.004083463,0.5870233],"genre_scores_gemma":[0.02217186,0.005053316,0.01570675,0.02392874,0.01129694,0.001835915,0.02497734,0.003313748,0.8917155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6522987,"threshold_uncertainty_score":0.9304249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2241586972361006,"score_gpt":0.4325676053450848,"score_spread":0.2084089081089842,"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."}}