{"id":"W2263561384","doi":"","title":"A Gift Too Precious to Ignore","year":2011,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Economics; Business","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01301825,0.000767917,0.001148241,0.00175428,0.00749907,0.0113576,0.001510644,0.007581915,0.01016118],"category_scores_gemma":[0.07318238,0.0003604525,0.000478757,0.0009779945,0.031718,0.01625443,0.009695808,0.02766952,0.005512044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003336812,"about_ca_system_score_gemma":0.006507265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950235,"about_ca_topic_score_gemma":0.004209141,"domain_scores_codex":[0.9896281,0.004351841,0.0004602871,0.0009848371,0.003848971,0.0007259435],"domain_scores_gemma":[0.9546134,0.01417593,0.002270662,0.006966551,0.01244132,0.009532196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008844071,0.00004363856,0.0006539067,0.0000996228,0.00003109047,0.0001593031,0.002062604,0.00008813987,0.0003502004,0.5231926,0.4470238,0.02620657],"study_design_scores_gemma":[0.00006369263,0.00004123659,0.0004925376,0.0003063426,0.00002334222,0.0005290972,0.002614407,0.0002529121,0.000259732,0.545852,0.4495047,0.00005997023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003498819,0.004399016,0.008176256,0.8523121,0.05151003,0.00002235678,0.00008337123,0.0003321712,0.07966583],"genre_scores_gemma":[0.2128204,0.002894691,0.01145223,0.6129367,0.03178821,0.0001327002,0.0001157036,0.0008629983,0.1269962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01301825,"threshold_uncertainty_score":0.06884789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606409008187768,"score_gpt":0.3531615201445851,"score_spread":0.1925206193258084,"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."}}