{"id":"W4411958651","doi":"10.59236/td2012vol5iss31351","title":"Narrative and Science Education","year":2012,"lang":"en","type":"article","venue":"Transformative Dialogues Teaching and Learning Journal","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Narrative; Engineering ethics; Science education; Sociology; Political science; Psychology; Pedagogy; Engineering; Literature; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004890274,0.0001027524,0.0001272401,0.0001721858,0.006156053,0.00008142766,0.00006204227,0.00005352365,0.00002274504],"category_scores_gemma":[0.0006882541,0.00008104185,0.00002055025,0.00008889183,0.0002130047,0.001579165,0.00001326971,0.002236433,0.00002448993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090124,"about_ca_system_score_gemma":0.0004009054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008110924,"about_ca_topic_score_gemma":0.000003293173,"domain_scores_codex":[0.9982648,0.0008279778,0.0002474737,0.00009338197,0.000168874,0.0003974804],"domain_scores_gemma":[0.9990645,0.0003462796,0.0001479733,0.00003954393,0.000113677,0.0002879938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001532511,0.00005041489,0.02904472,0.00003541125,0.000008194296,5.399422e-8,0.8083985,0.00000404922,0.0001757555,0.002662743,0.0003087095,0.1592961],"study_design_scores_gemma":[0.0005147396,0.0002158228,0.1522476,0.0005397087,0.00003388358,0.00008978321,0.7222735,0.0001217644,0.00003970744,0.001085595,0.1225471,0.0002908166],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558002,0.0008298223,0.001822573,0.0004787326,0.0009275483,0.0001127964,6.363573e-7,0.00004148869,0.03998616],"genre_scores_gemma":[0.9970002,0.0001651794,0.0009565428,0.0002429798,0.0005876233,0.000007419022,0.000006958297,0.000008982623,0.001024079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1590053,"threshold_uncertainty_score":0.9951378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480677340581191,"score_gpt":0.386250139044219,"score_spread":0.3414433656384071,"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."}}