{"id":"W2061982397","doi":"10.1007/s11858-009-0180-x","title":"Time for telling stories: narrative thinking with dynamic geometry","year":2009,"lang":"en","type":"article","venue":"ZDM","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Narrative; Relation (database); Epistemology; Cognition; Cognitive science; Mathematics education; Psychology; Computer science; Linguistics; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0006337005,0.00005550886,0.00008363351,0.00005484121,0.0005461186,0.00006531137,0.0001453441,0.00004224553,0.0001138491],"category_scores_gemma":[0.0001818706,0.00004591449,0.00002378156,0.000143388,0.00006011735,0.00009334485,0.000004352807,0.00007188459,0.000008665658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007629515,"about_ca_system_score_gemma":0.00008222137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004317792,"about_ca_topic_score_gemma":0.00006602769,"domain_scores_codex":[0.9994852,0.0000351126,0.00008057581,0.00009923631,0.0001643092,0.0001355793],"domain_scores_gemma":[0.9996057,0.0001362567,0.00006364084,0.0000932384,0.00006307305,0.00003810676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001082363,0.000104559,0.00004793682,0.00001514294,0.00001506758,4.864757e-7,0.5849937,0.000007125419,0.0001250101,0.4016624,0.00451649,0.008501258],"study_design_scores_gemma":[0.0002739044,0.0003622224,0.0000994955,0.0002093467,0.00003098999,0.00000184456,0.07836111,0.001648088,0.0004820993,0.8000327,0.1180463,0.000451905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2684305,0.0001575173,0.5600119,0.009711151,0.0003255458,0.001365567,0.000006647295,0.001371349,0.1586199],"genre_scores_gemma":[0.9158804,0.000008392375,0.0785659,0.0002635903,0.00009621558,0.00001396139,0.000004820781,0.000007313424,0.005159447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6474499,"threshold_uncertainty_score":0.4200358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989282766047627,"score_gpt":0.3564672124908325,"score_spread":0.3365743848303562,"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."}}