{"id":"W4312464011","doi":"10.58506/ajstss.v1i1.22","title":"Microresearch","year":2022,"lang":"en","type":"article","venue":"African Journal of Science Technology and Social Sciences","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Prosperity; Embeddedness; Context (archaeology); Economic growth; Political science; Government (linguistics); Business; Public relations; Economics; Sociology; Social science; Geography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001775486,0.001434834,0.001372457,0.002896436,0.002962063,0.008644063,0.003175963,0.00281717,0.5592933],"category_scores_gemma":[0.004547148,0.00089941,0.001709502,0.004643036,0.002017163,0.005006128,0.00677283,0.002491205,0.2831474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343307,"about_ca_system_score_gemma":0.004823732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145769,"about_ca_topic_score_gemma":0.01364424,"domain_scores_codex":[0.9980168,0.0002944273,0.0001689566,0.0005669895,0.0006596157,0.0002932333],"domain_scores_gemma":[0.998349,0.0002132491,0.0001053226,0.000546063,0.0005408383,0.0002456662],"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":[0.000250932,0.00006514609,0.001347321,0.00168134,0.00006390323,0.0005709839,0.001203468,0.0008355919,0.00448177,0.1008355,0.6259497,0.2627143],"study_design_scores_gemma":[0.00000712534,0.00001034376,0.0002035585,0.00007892996,0.000005304908,0.00007808356,0.0001403029,0.00007127185,0.0003335404,0.003076259,0.9959868,0.000008475264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002463245,0.005801208,0.0172507,0.004542775,0.009508511,0.0003594175,0.02382342,0.01045714,0.9257936],"genre_scores_gemma":[0.03604092,0.007947756,0.01759632,0.002648762,0.001537639,0.0007127734,0.02524026,0.007200256,0.9010752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4407067,"threshold_uncertainty_score":0.6286145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05129444179055753,"score_gpt":0.3518577629015079,"score_spread":0.3005633211109504,"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."}}