{"id":"W2118257175","doi":"10.1002/sce.20063","title":"A theoretical framework for narrative explanation in science","year":2005,"lang":"en","type":"article","venue":"Science Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":317,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Narrative; Narrative network; Narrative criticism; Narrative inquiry; Epistemology; Science education; Conceptual framework; Empirical research; Sociology; Psychology; Mathematics education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01063946,0.000991898,0.0006280285,0.00375913,0.003857635,0.007074733,0.002979131,0.004628534,0.009126159],"category_scores_gemma":[0.01354453,0.0005159486,0.00136646,0.002435256,0.02605628,0.01532333,0.004604691,0.004037573,0.0009943519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005195265,"about_ca_system_score_gemma":0.004470826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003035378,"about_ca_topic_score_gemma":0.001959448,"domain_scores_codex":[0.990176,0.007684023,0.0003495212,0.000587238,0.0008334575,0.0003697782],"domain_scores_gemma":[0.9863717,0.01042366,0.001080276,0.0007694337,0.0009087236,0.0004462498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000224574,0.000004036861,0.00004979872,0.00003102885,0.000002140008,0.00003207028,0.00157084,0.0003175082,0.00001164983,0.996015,0.0003035677,0.001660239],"study_design_scores_gemma":[0.00001290117,0.000006937759,0.00004588368,0.000103842,0.000003962766,0.00008440974,0.001213252,0.001497445,0.00004228123,0.9729431,0.0240392,0.000006774365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01335391,0.006723428,0.7199482,0.04041299,0.0006779169,0.0004508326,0.0002183184,0.0002604916,0.2179538],"genre_scores_gemma":[0.7404735,0.00427995,0.2336001,0.002673127,0.0006180747,0.001291923,0.0002888261,0.0001219926,0.01665252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9961424,"threshold_uncertainty_score":0.0562675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740235225820965,"score_gpt":0.4836371987805916,"score_spread":0.436234846522382,"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."}}