{"id":"W4396752828","doi":"10.5771/9783748937579-215","title":"Chapter 4: Concluding observations on the comparative and historical perspectives","year":2024,"lang":"en","type":"book-chapter","venue":"Nomos Verlagsgesellschaft mbH & Co. KG eBooks","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Oxford; University of Cambridge; Government of Canada; Occidental Petroleum; Dartmouth College","keywords":"Epistemology; History; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002632488,0.0005166915,0.000485179,0.003502134,0.004528808,0.006490486,0.001614919,0.002200165,0.0477362],"category_scores_gemma":[0.006298133,0.0002908996,0.0004022545,0.006916794,0.005489175,0.007414986,0.002807259,0.003085021,0.004013843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00524736,"about_ca_system_score_gemma":0.001904266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009555399,"about_ca_topic_score_gemma":0.01703969,"domain_scores_codex":[0.9986975,0.000615726,0.00004319696,0.0001580525,0.0002860973,0.0001994856],"domain_scores_gemma":[0.9973369,0.001797397,0.0001546828,0.0001140844,0.0004672895,0.0001296514],"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":[0.0000536371,0.00004194042,0.0006052969,0.0005476549,0.000005820439,0.0002795323,0.02077876,0.0001483118,0.0003400038,0.8742038,0.07068096,0.03231445],"study_design_scores_gemma":[0.000007636567,0.00001446849,0.002092729,0.001128983,0.000007085621,0.000187582,0.02782392,0.0000844645,0.0003028054,0.05772298,0.9106179,0.000009405175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01346301,0.04643887,0.004061661,0.07038213,0.003504346,0.00008451596,0.0003461448,0.00005298405,0.8616663],"genre_scores_gemma":[0.35794,0.09050055,0.005844967,0.01782796,0.00972687,0.0004731307,0.001058838,0.0004223961,0.5162054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9522638,"threshold_uncertainty_score":0.1596935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3071419132822529,"score_gpt":0.3648043239967504,"score_spread":0.05766241071449757,"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."}}