{"id":"W3022508625","doi":"10.1016/b978-075069993-8/50184-x","title":"Case study","year":2000,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003625311,0.0006431542,0.0003208145,0.00150602,0.002002392,0.001464125,0.001107253,0.002063861,0.09881365],"category_scores_gemma":[0.001309069,0.0001944077,0.0005343568,0.001239758,0.0009395504,0.0009802898,0.001594283,0.001095422,0.01544269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023527,"about_ca_system_score_gemma":0.00109635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312609,"about_ca_topic_score_gemma":0.008514862,"domain_scores_codex":[0.9996025,0.000109375,0.00002194775,0.00005433302,0.0001156564,0.00009620556],"domain_scores_gemma":[0.999759,0.00006980746,0.00001833678,0.00003275375,0.00003565763,0.00008440446],"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":[0.0003683047,0.001397625,0.006643115,0.0008997649,0.00003409914,0.2355741,0.007512492,0.0008391535,0.005039814,0.04626049,0.2278975,0.4675335],"study_design_scores_gemma":[0.00002917449,0.0002150775,0.005060939,0.0006202564,0.00002661508,0.1728923,0.007727347,0.0003680976,0.001724509,0.00752719,0.8037788,0.00002983145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06489876,0.005316926,0.00640183,0.005254313,0.0008681146,0.0004348856,0.000666036,0.0001996346,0.9159597],"genre_scores_gemma":[0.242178,0.005929847,0.005897928,0.001717495,0.0002010726,0.0003104437,0.0007374291,0.000140111,0.7428877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9011863,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194780177726066,"score_gpt":0.2706614448200164,"score_spread":0.2387136430427558,"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."}}