{"id":"W641747131","doi":"10.4324/9780203583876","title":"Generation, Discourse, and Social Change","year":2013,"lang":"en","type":"book","venue":"","topic":"Generational Differences and Trends","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","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":[0.002901425,0.000599335,0.0004061654,0.001230252,0.004114419,0.009504786,0.0008475229,0.002187548,0.005002968],"category_scores_gemma":[0.003083477,0.0002107512,0.0002649707,0.00211566,0.02113847,0.007640944,0.003136153,0.002886059,0.0007753241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004651722,"about_ca_system_score_gemma":0.002743425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003468693,"about_ca_topic_score_gemma":0.003443308,"domain_scores_codex":[0.9977585,0.001551731,0.00003947518,0.0001451003,0.0003048767,0.0002003387],"domain_scores_gemma":[0.9985625,0.001029694,0.0001017818,0.00008530411,0.00009835217,0.0001224454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006045658,0.00001056731,0.0001829841,0.00005709812,0.000005149275,0.0000580457,0.02106949,0.00009620934,0.00005215822,0.9556786,0.01119993,0.01158351],"study_design_scores_gemma":[0.000009711138,0.00001407114,0.0005919207,0.0002428387,0.00000621117,0.00007505321,0.01754082,0.0001455835,0.0001112398,0.657677,0.3235761,0.000009609466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01746464,0.1030786,0.004367618,0.0657477,0.001926083,0.00005612394,0.00007143526,0.00006266,0.8072251],"genre_scores_gemma":[0.7790342,0.06166516,0.0037187,0.006790597,0.001763799,0.0002053241,0.000126906,0.00009017247,0.1466051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009504786,"threshold_uncertainty_score":0.03375077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1847980338577994,"score_gpt":0.3597563729479281,"score_spread":0.1749583390901288,"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."}}