{"id":"W2915413130","doi":"10.1163/9789087907358_007","title":"Stories that introduce","year":2009,"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":"Simon Fraser University","funders":"","keywords":"Computer science","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":[0.0008337259,0.0008179628,0.0002552385,0.0006679036,0.007500021,0.006958554,0.0008470002,0.003268135,0.07421342],"category_scores_gemma":[0.0046282,0.000265503,0.0003232426,0.0006090149,0.005733331,0.006429336,0.004466916,0.006204158,0.02689896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002092492,"about_ca_system_score_gemma":0.001233957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003995134,"about_ca_topic_score_gemma":0.01253589,"domain_scores_codex":[0.9988607,0.0005238234,0.00001592496,0.00009312428,0.0002873051,0.0002190706],"domain_scores_gemma":[0.9989122,0.0004927353,0.00007247971,0.0000929471,0.0001761619,0.0002534388],"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":[0.00002402306,0.0000322401,0.00014445,0.00007480252,0.000003125025,0.0005409765,0.03958391,0.00005306742,0.0002461836,0.3667328,0.5692545,0.02330989],"study_design_scores_gemma":[0.000001764567,0.00000351218,0.00005925678,0.00004644855,0.000001016718,0.0001668757,0.009088741,0.00003151294,0.00009108263,0.008402481,0.9821033,0.000003966185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003022806,0.0008924067,0.002304695,0.01845127,0.003539538,0.00004741306,0.00008639012,0.0001431004,0.9715124],"genre_scores_gemma":[0.03709728,0.001015913,0.000969233,0.01031743,0.0009530677,0.00008872967,0.00009469613,0.0003141615,0.9491495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07421342,"threshold_uncertainty_score":0.2482686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702862830895233,"score_gpt":0.3886667415545796,"score_spread":0.2183804584650564,"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."}}