{"id":"W4416687561","doi":"10.1108/book-978-1-62396-725-320251009","title":"Me, Myself, and I","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004194455,0.00007231961,0.00008779335,0.00003420362,0.0001931668,0.00006964544,0.00008823552,0.0001712532,0.006557365],"category_scores_gemma":[0.00009450621,0.00006550441,0.00002579718,0.00000728042,0.0001888933,0.00007497529,0.00001061218,0.0001341375,0.0005302922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001584383,"about_ca_system_score_gemma":0.000141891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002253077,"about_ca_topic_score_gemma":0.0008652019,"domain_scores_codex":[0.9994766,0.00003008552,0.00007277423,0.0001323806,0.0001983255,0.00008987365],"domain_scores_gemma":[0.9992443,0.0004827719,0.00007163652,0.00007289691,0.00004707789,0.00008136436],"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":[8.671032e-7,0.000001176661,0.00001235061,0.000005577154,0.000009652667,1.978203e-7,0.006186793,6.004733e-9,1.296824e-7,0.9689767,0.02154137,0.003265179],"study_design_scores_gemma":[0.000014938,0.000006045543,0.00001222955,0.00001112399,0.00001684344,3.638783e-7,0.002693491,1.221892e-7,3.05695e-7,0.07578667,0.9213703,0.00008751735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008247076,0.0005039941,0.00001479969,0.01311833,0.0003123249,0.00006024249,0.000001041375,0.00003042666,0.9859506],"genre_scores_gemma":[0.004809657,0.000627568,0.000236681,0.001303544,0.0009197271,0.000001461697,0.00000467435,0.000008605332,0.9920881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.899829,"threshold_uncertainty_score":0.9943508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0832079535771035,"score_gpt":0.3543607204052577,"score_spread":0.2711527668281541,"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."}}