{"id":"W4236199464","doi":"10.1007/978-1-4939-7131-2_101091","title":"Social Analysis","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sociology","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":[0.004763033,0.0007719432,0.0006392389,0.003470076,0.003017318,0.005661226,0.001019041,0.001200368,0.09270109],"category_scores_gemma":[0.007916881,0.0003165105,0.0005759024,0.003123478,0.005212148,0.003854331,0.002811836,0.001870265,0.02256124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003844435,"about_ca_system_score_gemma":0.004714537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932763,"about_ca_topic_score_gemma":0.005605567,"domain_scores_codex":[0.9958063,0.002465677,0.0001212524,0.0003543159,0.001093795,0.0001586469],"domain_scores_gemma":[0.9961867,0.002133763,0.0001067842,0.0006590293,0.0007701138,0.0001436141],"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":[0.000004747747,0.00001570936,0.0001573298,0.0001596393,0.000006536744,0.0000207489,0.00250315,0.0001754426,0.0001064572,0.8241125,0.08864665,0.08409107],"study_design_scores_gemma":[0.000002331098,0.000005369009,0.0003038013,0.0002527822,0.000003837672,0.00004336752,0.002126503,0.0003386041,0.0001461712,0.3211249,0.675647,0.000005375885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001265891,0.002095892,0.05079705,0.007150778,0.0007693839,0.0002800274,0.0005446695,0.0003267514,0.9367695],"genre_scores_gemma":[0.08504327,0.005092536,0.04826976,0.002234901,0.0009107845,0.001292044,0.001653037,0.0007280163,0.8547756],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09270109,"threshold_uncertainty_score":0.3101161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2775321084508022,"score_gpt":0.5315327921383219,"score_spread":0.2540006836875198,"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."}}