{"id":"W2026881710","doi":"10.1177/1473325006064262","title":"‘Too Ambitious’","year":2006,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Qualitative research; Positivism; Research design; Qualitative property; Sociology; Engineering ethics; Political science; Computer science; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06098966,0.0007606423,0.0008936317,0.001625733,0.006616672,0.01423907,0.002634667,0.004130864,0.01910632],"category_scores_gemma":[0.1348005,0.0006299873,0.0007673286,0.002057814,0.02028608,0.0118354,0.01162325,0.00998415,0.00979367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005550722,"about_ca_system_score_gemma":0.007730887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212761,"about_ca_topic_score_gemma":0.003241673,"domain_scores_codex":[0.8928055,0.07610126,0.003260119,0.006341646,0.01798845,0.003502961],"domain_scores_gemma":[0.916669,0.04109717,0.005219528,0.01222845,0.01716401,0.007621908],"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":[0.0001646696,0.00007679871,0.003243885,0.001198583,0.00006393578,0.000537727,0.1302152,0.0002464194,0.001667432,0.5618045,0.1934823,0.1072985],"study_design_scores_gemma":[0.00003098529,0.00007274538,0.001178389,0.001050904,0.00001976098,0.0007395705,0.05272803,0.0003012264,0.0005515007,0.177176,0.7660807,0.00007010575],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04362883,0.007378065,0.08436029,0.4457214,0.01776221,0.0009572525,0.0006016468,0.0008515498,0.3987388],"genre_scores_gemma":[0.5851538,0.00472784,0.06774991,0.2202679,0.003324811,0.003246089,0.0005577846,0.001395558,0.1135764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06098966,"threshold_uncertainty_score":0.322548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2432111197419383,"score_gpt":0.5848662859147127,"score_spread":0.3416551661727744,"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."}}