{"id":"W4239515878","doi":"10.1002/9780470999899.fmatter","title":"Frontmatter","year":2008,"lang":"en","type":"book-chapter","venue":"Blackwell Publishing Ltd eBooks","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University","keywords":"Sociology; History; Epistemology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002742002,0.0004491381,0.000575125,0.0001531015,0.001233512,0.001462009,0.001187487,0.001517411,0.014949],"category_scores_gemma":[0.001251403,0.0004402268,0.0004255607,0.00002611951,0.001222846,0.001609986,0.0002505398,0.002016667,0.004145701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071068,"about_ca_system_score_gemma":0.0005713089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005873598,"about_ca_topic_score_gemma":0.0002724712,"domain_scores_codex":[0.9968117,0.0005224148,0.0005382432,0.0006944611,0.0008227261,0.0006104174],"domain_scores_gemma":[0.9967092,0.00148935,0.0005574632,0.0006000001,0.0002596727,0.0003842869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003379057,0.000008131018,0.000009786919,0.000009781428,0.00006216301,0.0000763744,0.005505379,2.399383e-7,8.644466e-7,0.3579681,0.6276386,0.008686804],"study_design_scores_gemma":[0.0001670909,0.00003188605,0.000008288267,0.00006826011,0.00003734418,0.00000624404,0.0003303849,3.092159e-7,0.000002048752,0.1234016,0.8754626,0.0004839171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005945217,0.001022765,0.00003645788,0.00500048,0.00116534,0.000452892,0.00004095417,0.0004282677,0.9917934],"genre_scores_gemma":[0.009271837,0.0002167819,0.0001433661,0.00531468,0.002668093,0.00001239265,0.00006087671,0.00007726128,0.9822347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.247824,"threshold_uncertainty_score":0.999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0755317540359908,"score_gpt":0.2858254514975587,"score_spread":0.2102936974615679,"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."}}