{"id":"W4411931787","doi":"10.59236/td2009vol3iss2975","title":"Curriculum Leadership Portfolios","year":2009,"lang":"en","type":"article","venue":"Transformative Dialogues Teaching and Learning Journal","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Engineering ethics; Psychology; Sociology; Pedagogy; Engineering","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":[0.008980972,0.0003275153,0.0002103601,0.001704619,0.002062166,0.005363474,0.001164143,0.0007381475,0.0113734],"category_scores_gemma":[0.02583933,0.0002787627,0.0002327447,0.001448406,0.0008020339,0.003972064,0.005068119,0.001781891,0.004434458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718434,"about_ca_system_score_gemma":0.006888757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004311241,"about_ca_topic_score_gemma":0.001052268,"domain_scores_codex":[0.9936284,0.003379103,0.0003357734,0.0003820375,0.001729582,0.0005450065],"domain_scores_gemma":[0.9865044,0.003004661,0.001691759,0.001692782,0.002459881,0.004646448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004922835,0.0007862445,0.007536475,0.0002543572,0.00001817739,0.0002285552,0.007901137,0.0009469612,0.00149947,0.04899978,0.046193,0.8855867],"study_design_scores_gemma":[0.00006255671,0.000758915,0.01175652,0.0007826206,0.00002512566,0.0005512127,0.01147246,0.002061812,0.003560946,0.03212659,0.9367852,0.00005607173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.256367,0.004224317,0.1378509,0.04220366,0.002667532,0.001678695,0.0005188459,0.003147091,0.551342],"genre_scores_gemma":[0.76967,0.004165145,0.1190276,0.003389599,0.000604799,0.0006691508,0.0007584895,0.0004244746,0.1012907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0113734,"threshold_uncertainty_score":0.0474965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05491105311362614,"score_gpt":0.3628235713180432,"score_spread":0.3079125182044171,"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."}}