{"id":"W1551824774","doi":"10.1002/9781118339893.wbeccp308","title":"Irvine, Sidney H","year":2013,"lang":"en","type":"other","venue":"The Encyclopedia of Cross‐Cultural Psychology","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kingdom; Library science; Service (business); Media studies; Management; Sociology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006319598,0.0004584094,0.0007954812,0.0001689905,0.0006016401,0.00001282484,0.001239272,0.00105719,0.03152002],"category_scores_gemma":[0.0004461487,0.0002654069,0.000148114,0.0002637086,0.000720359,0.00008053979,0.0004028833,0.001997688,0.008134723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007155821,"about_ca_system_score_gemma":0.000390085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003015769,"about_ca_topic_score_gemma":0.001011465,"domain_scores_codex":[0.9963313,0.0009249551,0.001068447,0.0004132366,0.000314381,0.000947657],"domain_scores_gemma":[0.9964693,0.0005713833,0.0009821531,0.001413558,0.0002821426,0.0002815017],"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":[0.00005587865,0.00005415902,0.002750149,0.0003587528,0.00005505305,0.000001940967,0.002199289,1.346899e-7,0.000008561439,0.001617651,0.988158,0.004740463],"study_design_scores_gemma":[0.0009626923,0.0000692565,0.02816295,0.0002641148,0.00002414014,0.000005615407,0.0004487193,7.130012e-7,4.805149e-7,0.001009394,0.9687647,0.000287245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004103469,0.002104408,0.00001194226,0.005990322,0.005432695,0.002050369,0.00009415496,0.0002583995,0.9799542],"genre_scores_gemma":[0.0005961657,0.007959589,0.00055985,0.009504715,0.001649868,0.0004054596,0.0001677011,0.0002781582,0.9788785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02541281,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07326183686370229,"score_gpt":0.4978541051893736,"score_spread":0.4245922683256713,"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."}}