{"id":"W4247932687","doi":"10.6000/1927-5129","title":"Journal of Basic & Applied Sciences","year":2022,"lang":"en","type":"paratext","venue":"Journal of Basic & Applied Sciences","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0007836769,0.00106284,0.0006776375,0.003082508,0.001533372,0.006310838,0.000774641,0.001503789,0.6796769],"category_scores_gemma":[0.003050124,0.0002889462,0.0002586147,0.00253222,0.00074957,0.002333407,0.001583643,0.001487281,0.5723972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559258,"about_ca_system_score_gemma":0.002630101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003969226,"about_ca_topic_score_gemma":0.007631611,"domain_scores_codex":[0.9993824,0.00005374394,0.0000431694,0.00007725455,0.000367764,0.00007575374],"domain_scores_gemma":[0.9969602,0.0004063667,0.0001115129,0.0002360247,0.001357336,0.0009285284],"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":[0.000104289,0.0001372006,0.0003649298,0.0002513326,0.000006113358,0.00005710319,0.00003831647,0.0001395081,0.0009428394,0.007284445,0.900642,0.09003188],"study_design_scores_gemma":[0.00001448985,0.00003051417,0.001361787,0.00008648588,0.000003751183,0.00004111859,0.00003237238,0.0002089676,0.0004535414,0.002071052,0.9956905,0.000005386389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001014303,0.001156951,0.0005112351,0.002276816,0.004661897,0.00009177557,0.004149861,0.0004296091,0.9857076],"genre_scores_gemma":[0.002414053,0.0006683952,0.0002833375,0.0003017358,0.0008715155,0.00002362086,0.001394532,0.0002090348,0.9938339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3203231,"threshold_uncertainty_score":0.456902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510844149908113,"score_gpt":0.3141600127832934,"score_spread":0.2630755977924821,"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."}}