{"id":"W2265962766","doi":"","title":"A Quick Guide to Speed-Dating Theorists through Thinking with Theory in Qualitative Research: Viewing Data Across Multiple Perspectives","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Qualitative property; Psychology; Qualitative research; Epistemology; Computer science; Cognitive psychology; Mathematics education; Sociology; Social science; 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":[],"consensus_categories":[],"category_scores_codex":[0.03694442,0.001844354,0.001526756,0.005860477,0.004926029,0.009126146,0.004023437,0.005211439,0.03996522],"category_scores_gemma":[0.09422211,0.002997297,0.001166005,0.006523463,0.007435514,0.01359072,0.006562349,0.01257964,0.0267871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003401563,"about_ca_system_score_gemma":0.01021886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003399201,"about_ca_topic_score_gemma":0.01279385,"domain_scores_codex":[0.9692914,0.0248264,0.001800757,0.0006967638,0.002957423,0.0004271451],"domain_scores_gemma":[0.8440247,0.1319917,0.003439161,0.004777142,0.01182084,0.003946442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005722852,0.0001861912,0.0003940376,0.002173145,0.00003070827,0.0008489186,0.07711998,0.0004068026,0.002070653,0.06538109,0.6841382,0.167193],"study_design_scores_gemma":[0.0000360236,0.00005423417,0.0003569337,0.001622731,0.000007548322,0.0007693498,0.02048855,0.0003467442,0.000288959,0.04301051,0.9329496,0.00006881447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004743712,0.02689399,0.6588631,0.1446884,0.01489151,0.01511911,0.004640977,0.01097613,0.1191831],"genre_scores_gemma":[0.01202271,0.01642456,0.8666626,0.02415322,0.001862273,0.02274598,0.001538959,0.003269388,0.05132038],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03996522,"threshold_uncertainty_score":0.1953831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9064261781623693,"score_gpt":0.8062958235108207,"score_spread":0.1001303546515485,"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."}}