{"id":"W4401952018","doi":"10.1177/07417136241273439","title":"Book Review: <i>Bridging Knowledge Cultures: Rebalancing Power in the Co-Construction of Knowledge</i> by Lepore, W., L. B. Hall, &amp; R. Tandon (Eds.) Lepore, W., L. B. Hall, &amp; R. Tandon (Eds.). (2023). <i>Bridging Knowledge Cultures: Rebalancing Power in the Co-Construction of Knowledge</i> . Brill. 313 pp. $55.00 (paperback).","year":2024,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Bridging (networking); Sociology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004601576,0.0009673018,0.001393724,0.000398409,0.001163805,0.0005163429,0.001334766,0.0007388472,0.0004019533],"category_scores_gemma":[0.0009031954,0.0007567906,0.0006813035,0.003579122,0.001295807,0.00174324,0.00007543453,0.001612213,0.0003163428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008186747,"about_ca_system_score_gemma":0.002033351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943083,"about_ca_topic_score_gemma":0.009362028,"domain_scores_codex":[0.9910579,0.002523623,0.00254388,0.00141579,0.001132438,0.001326391],"domain_scores_gemma":[0.9946771,0.001278245,0.00118483,0.00109161,0.001474148,0.0002940999],"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":[0.00009728617,0.0008370792,0.001404322,0.00111871,0.0001199062,0.000005256677,0.1966295,0.000002781074,0.001298156,0.004021317,0.7459494,0.04851623],"study_design_scores_gemma":[0.001189821,0.0002219748,0.0008884142,0.007258048,0.0002317863,0.000174253,0.05873761,0.00003928983,0.0003073433,0.001178189,0.9287285,0.001044725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1104055,0.7840721,0.0001982996,0.004040678,0.007180199,0.003257416,0.0001261625,0.0003075249,0.09041209],"genre_scores_gemma":[0.8188177,0.1623723,0.0004278081,0.002636675,0.004322553,0.000969543,0.001012944,0.0002312632,0.009209221],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7084121,"threshold_uncertainty_score":0.9994883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008143702958854448,"score_gpt":0.3115548523414486,"score_spread":0.3034111493825941,"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."}}