{"id":"W2269833824","doi":"10.1177/1077800415617205","title":"Lives & Legacies","year":2015,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Qualitative research; Interview; Globe; Sociology; Qualitative property; Pedagogy; Mathematics education; Computer science; Psychology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645769,0.00007203088,0.0001393696,0.00007461706,0.0002866178,0.0001154378,0.000229115,0.00002354347,0.0001795637],"category_scores_gemma":[0.001874434,0.00006346285,0.00006195808,0.0002579899,0.0007989537,0.0004807133,0.00006236654,0.00007582518,0.0005712975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004207066,"about_ca_system_score_gemma":0.0001309562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325745,"about_ca_topic_score_gemma":0.001905499,"domain_scores_codex":[0.9978545,0.001202822,0.0001624219,0.0001681296,0.0003841627,0.0002279106],"domain_scores_gemma":[0.9989485,0.0005452033,0.00007272816,0.0001490931,0.00011604,0.0001684529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003792124,0.00002186774,0.0002872005,0.000002138009,0.00001951067,0.000001223152,0.8569292,0.000002642156,0.00003616089,0.1156202,0.02493651,0.002139537],"study_design_scores_gemma":[0.00006262313,0.00001476735,0.0001483186,0.00001022132,0.000007216492,1.181953e-7,0.619904,0.000002903172,0.00001036788,0.02347891,0.3562697,0.00009075445],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6685664,0.0006417406,0.01306204,0.004773432,0.0008240999,0.0001512194,0.00003530562,0.0001773041,0.3117685],"genre_scores_gemma":[0.981373,0.00004041072,0.004300145,0.0003688039,0.0005898633,0.00000959107,0.0000316705,0.000007887837,0.01327864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3313332,"threshold_uncertainty_score":0.7343065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4454492591579758,"score_gpt":0.5348638788030715,"score_spread":0.08941461964509573,"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."}}