{"id":"W2380785170","doi":"10.1177/1094428116629218","title":"A Dynamic Process Model for Finding Informants and Gaining Access in Qualitative Research","year":2016,"lang":"en","type":"article","venue":"Organizational Research Methods","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Metaphor; Element (criminal law); Qualitative research; Process (computing); Psychology; Data collection; Qualitative property; Sociology; Computer science; Social psychology; Social science; Political 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","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0472202,0.00007566527,0.0001358353,0.0007468673,0.001340838,0.0002364271,0.0004421418,0.0001406097,0.0001865292],"category_scores_gemma":[0.08819978,0.00005972696,0.00001349202,0.002240791,0.0005551994,0.0009819121,0.0002102684,0.0003423331,0.00001074549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003455129,"about_ca_system_score_gemma":0.001421684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094194,"about_ca_topic_score_gemma":0.0007943863,"domain_scores_codex":[0.9934496,0.004139347,0.0002708797,0.0003010359,0.001195461,0.0006436842],"domain_scores_gemma":[0.9781185,0.01957743,0.00005016401,0.0001192488,0.001953743,0.0001808817],"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":[0.0001396971,0.00007245315,0.0100153,0.0001170637,0.00002143839,0.000002095729,0.3785156,0.0002022915,0.002142603,0.5514197,0.0005021092,0.05684969],"study_design_scores_gemma":[0.0008022558,0.00007225339,0.003663322,0.0001734038,0.000002810454,5.666932e-7,0.06042981,0.08294271,0.000344276,0.850175,0.001176543,0.0002170828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.22093,0.0001387299,0.7406145,0.009845338,0.0000838087,0.001729295,0.00004457265,0.00005623114,0.02655755],"genre_scores_gemma":[0.9495936,0.0001502432,0.04270119,0.00003143461,0.00005349296,0.0001558094,0.00001274161,0.00002113909,0.007280327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7286636,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7505255319573663,"score_gpt":0.7599459092716419,"score_spread":0.009420377314275585,"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."}}