{"id":"W4256089618","doi":"10.4324/9780203875728-27","title":"Using interview data in case studies","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005578065,0.0001837922,0.0004152313,0.0001697736,0.0005281079,0.0001690094,0.001460447,0.0002315529,0.001584865],"category_scores_gemma":[0.0009050608,0.0001558051,0.0000650859,0.0001657425,0.001368002,0.0005511519,0.0007819563,0.000367549,0.00008040791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042787,"about_ca_system_score_gemma":0.0006123829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009986568,"about_ca_topic_score_gemma":0.1449568,"domain_scores_codex":[0.9973878,0.0002560957,0.0003580326,0.00055409,0.0009688492,0.0004751315],"domain_scores_gemma":[0.9986378,0.0003404988,0.0001362406,0.0005731501,0.0001556628,0.0001566617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002790106,0.00002465912,0.00006487472,0.00005427181,0.00007124378,0.005637861,0.01456363,0.000001118176,9.318103e-7,0.4441328,0.01369664,0.5217491],"study_design_scores_gemma":[0.00006194627,0.00002445954,0.000003667521,0.0003366296,0.0000196076,0.00003754323,0.01081861,0.00003152181,3.06469e-7,0.07833046,0.910036,0.0002992807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006913333,0.006012564,0.00001406581,0.002234379,0.0003265606,0.000388268,0.00001954783,0.00004625594,0.9908893],"genre_scores_gemma":[0.004449842,0.01720966,0.00204144,0.0004332254,0.0008896099,0.000003214238,0.000007897051,0.00002065965,0.9749445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8963394,"threshold_uncertainty_score":0.9993278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7700630854921243,"score_gpt":0.5983760966324191,"score_spread":0.1716869888597052,"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."}}