{"id":"W2756382427","doi":"10.5539/elt.v10n10p114","title":"Teacher Research: Exploring Teachers’ Personal Epistemology through Narrartive Lens. A Colombian Case","year":2017,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Situated; Psychology; Pedagogy; Negotiation; Narrative inquiry; Meaning (existential); Teacher education; Mathematics education; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004916234,0.0002329487,0.0003271662,0.0001331712,0.006750979,0.0001714198,0.0004608968,0.0002720883,0.0004542701],"category_scores_gemma":[0.01085566,0.0002249038,0.0001048028,0.00006992982,0.0002873836,0.001494289,0.00028457,0.003613294,0.0003573798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005758004,"about_ca_system_score_gemma":0.0002300719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009925609,"about_ca_topic_score_gemma":0.001192672,"domain_scores_codex":[0.9956323,0.001957567,0.0004083171,0.0005565504,0.0003787791,0.001066498],"domain_scores_gemma":[0.9975049,0.001046094,0.0002805459,0.0008200895,0.0001552829,0.0001930117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003164479,0.0001366763,0.01157628,0.00005910625,0.00003976929,0.000766233,0.9609805,0.000001004479,0.0001118965,0.00137483,0.01099672,0.01392536],"study_design_scores_gemma":[0.0006402701,0.0001028383,0.001605895,0.0003002956,0.00001876738,0.00007786457,0.9062632,0.00003671054,0.00005057573,0.0002434845,0.09036786,0.0002922169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7752218,0.0002885131,0.00004666347,0.000777919,0.002078996,0.0003918094,0.00001166995,0.0002608931,0.2209218],"genre_scores_gemma":[0.9731327,0.000009835661,0.0005040793,0.0002305383,0.003400679,0.0002741434,0.00002612836,0.00006986893,0.02235201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1985698,"threshold_uncertainty_score":0.9986854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3231966593741896,"score_gpt":0.4799490403690895,"score_spread":0.1567523809949,"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."}}