{"id":"W2126753475","doi":"10.3102/0013189x035005014","title":"What Good Is Polarizing Research Into Qualitative and Quantitative?","year":2006,"lang":"en","type":"article","venue":"Educational Researcher","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":278,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Generalizability theory; Sketch; Educational research; Polarization (electrochemistry); Attribution; Psychology; Research methodology; Qualitative research; Epistemology; Social psychology; Sociology; Mathematics education; Computer science; Social science; Developmental psychology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6509691,0.002902701,0.008220839,0.02153526,0.02046176,0.06689943,0.007389718,0.02038052,0.004735252],"category_scores_gemma":[0.6995104,0.004202563,0.004077816,0.02327132,0.1632795,0.09693023,0.02721388,0.02422073,0.002971091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01776887,"about_ca_system_score_gemma":0.02220997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004988784,"about_ca_topic_score_gemma":0.004187373,"domain_scores_codex":[0.2618869,0.6579417,0.02536842,0.01355295,0.03767691,0.003573147],"domain_scores_gemma":[0.1615751,0.6785424,0.02512799,0.07043756,0.05821188,0.006105166],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008730525,0.0003847537,0.009940224,0.01207597,0.001008967,0.0003355363,0.1575442,0.00110334,0.001612292,0.5851967,0.02177746,0.2081476],"study_design_scores_gemma":[0.0002940783,0.0003412122,0.002672731,0.01807236,0.0002783531,0.000405705,0.07822973,0.001072328,0.0009594563,0.8230607,0.07436433,0.0002490529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01059441,0.07561211,0.2471763,0.609657,0.02253364,0.00167898,0.0001924308,0.0005287385,0.03202645],"genre_scores_gemma":[0.3904608,0.07247216,0.3064421,0.1850716,0.03074149,0.01087528,0.0003063188,0.0008749252,0.002755193],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3490309,"threshold_uncertainty_score":0.4304172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.55641514614016,"score_gpt":0.6273639753802617,"score_spread":0.07094882924010171,"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."}}