{"id":"W7164905005","doi":"10.1080/17153379.2009.12556373","title":"Death By a Thousand Cuts.","year":2009,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008801398,0.0004712388,0.0003331057,0.0006743405,0.004987026,0.003518028,0.0006698677,0.003547805,0.08240095],"category_scores_gemma":[0.006866938,0.0002922952,0.0003749906,0.0007603517,0.001557324,0.003015523,0.002702682,0.009271123,0.03036873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780451,"about_ca_system_score_gemma":0.003875871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02188673,"about_ca_topic_score_gemma":0.04740779,"domain_scores_codex":[0.9992031,0.000143206,0.00003205569,0.00008596155,0.000323435,0.000212215],"domain_scores_gemma":[0.9979685,0.0001992989,0.00007701573,0.0001212381,0.0008461465,0.0007878502],"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":[0.000025675,0.00001303851,0.0003213686,0.00001648384,0.000003750707,0.00005317407,0.000105135,0.000009930012,0.00003090587,0.005649914,0.9748921,0.01887853],"study_design_scores_gemma":[0.000005732025,0.00001072388,0.001263632,0.00008711084,0.00000266987,0.00007465146,0.0004883452,0.00001353521,0.00004976422,0.001616889,0.996382,0.000004913899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005607356,0.02460358,0.0006174268,0.636404,0.06369624,0.0000347424,0.001617868,0.0003177812,0.267101],"genre_scores_gemma":[0.0269712,0.01126017,0.0006485392,0.1462654,0.006734367,0.0000571508,0.001270498,0.0002710975,0.8065215],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08240095,"threshold_uncertainty_score":0.2756586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665538834895438,"score_gpt":0.3342822267326293,"score_spread":0.2976268383836749,"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."}}