{"id":"W2114567315","doi":"10.46743/2160-3715/2012.1726","title":"Foundations of Unlimited","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Qualitative research; Phenomenology (philosophy); Grounded theory; Narrative; Ethnography; Pedagogy; Sociology; Narrative inquiry; Educational research; Mathematics education; Epistemology; Psychology; Social science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01992004,0.00005746987,0.0001382018,0.00005412862,0.0003481774,0.00002467003,0.0002314498,0.00003188979,0.00007967954],"category_scores_gemma":[0.0112931,0.00003934231,0.00006428332,0.0006891253,0.001345028,0.000118256,0.00003658961,0.0001007657,0.00004605887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007892791,"about_ca_system_score_gemma":0.0006912777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763188,"about_ca_topic_score_gemma":0.0002278597,"domain_scores_codex":[0.9945419,0.004124088,0.0003495193,0.0001348893,0.0006625306,0.0001870105],"domain_scores_gemma":[0.9952024,0.003111539,0.0002605268,0.0002894512,0.000995578,0.0001405504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007821073,0.00004007593,0.00007709935,0.000002741317,0.00002402144,0.00000210826,0.2759978,0.000002166068,0.0001408496,0.7197599,0.00250226,0.001443091],"study_design_scores_gemma":[0.0001010917,0.00004448257,0.0003295418,0.000007362099,0.00001007728,0.000002554541,0.4393614,0.00001011392,0.0001977136,0.364007,0.1958636,0.00006506321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1471948,0.0002544507,0.1392214,0.04816235,0.0001861025,0.001017295,0.00003846414,0.0001087546,0.6638165],"genre_scores_gemma":[0.9631315,0.00003560595,0.02251915,0.00008807731,0.0001351613,0.0001246013,0.00002025285,0.00001052118,0.01393507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8159368,"threshold_uncertainty_score":0.9970352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6757270475992754,"score_gpt":0.7080432696955922,"score_spread":0.03231622209631679,"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."}}