{"id":"W7113904031","doi":"10.1108/978-1-60752-970-520251018","title":"How Different are They?","year":2008,"lang":"en","type":"book-chapter","venue":"Teaching and Learning","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":[0.006511768,0.0005496819,0.0007579477,0.001719935,0.003212836,0.01129568,0.00166288,0.002741629,0.01652114],"category_scores_gemma":[0.01766288,0.0003390594,0.0005972158,0.00172901,0.018182,0.01927169,0.003453273,0.008799236,0.004810111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004080418,"about_ca_system_score_gemma":0.004316342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004372818,"about_ca_topic_score_gemma":0.006965326,"domain_scores_codex":[0.9922375,0.003836347,0.0002378897,0.0008637198,0.002144285,0.0006803285],"domain_scores_gemma":[0.9928807,0.003707506,0.0004533233,0.0005351764,0.001359337,0.001063936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000354433,0.00004624221,0.002287984,0.000162502,0.00005270773,0.000115233,0.01071973,0.0001305604,0.0001983493,0.7936583,0.06303331,0.1295597],"study_design_scores_gemma":[0.000009730945,0.00001152769,0.002063789,0.0003320264,0.00002543447,0.0002666432,0.01655724,0.0001534325,0.0001446794,0.6704685,0.3099369,0.00003018029],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01661811,0.01539147,0.01684061,0.1764344,0.008384989,0.00005288522,0.0002464607,0.0001268307,0.7659043],"genre_scores_gemma":[0.5515445,0.02454435,0.02484302,0.1008233,0.003967624,0.0003720729,0.0007103886,0.0007229439,0.2924717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01652114,"threshold_uncertainty_score":0.05526865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08172416846328143,"score_gpt":0.32244878774334,"score_spread":0.2407246192800585,"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."}}