{"id":"W3169316877","doi":"10.53762/t2ygpe02","title":"10.53762/t2ygpe02","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Linguistics; Speech recognition; Computer science; Philosophy","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":[0.0005325878,0.001341499,0.0009829768,0.002266893,0.001141249,0.003215228,0.001469074,0.003058904,0.9233772],"category_scores_gemma":[0.001128631,0.0004469318,0.001023917,0.005004646,0.0007577629,0.002545388,0.002130739,0.001226451,0.9364189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006676933,"about_ca_system_score_gemma":0.00107141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003306826,"about_ca_topic_score_gemma":0.002180394,"domain_scores_codex":[0.9996262,0.00004864861,0.00004668569,0.00008839808,0.0001294541,0.00006061864],"domain_scores_gemma":[0.9994637,0.0001471861,0.00004607617,0.00007284974,0.0001754071,0.00009475464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001514999,0.0001289507,0.0004006453,0.002451265,0.00002820743,0.0003691072,0.00009319231,0.0001556977,0.001667726,0.003071672,0.207978,0.7835041],"study_design_scores_gemma":[0.00004174651,0.00005251818,0.0008865944,0.0008796155,0.00001831357,0.0006538958,0.00006723132,0.00005697734,0.0002735494,0.000661522,0.9963968,0.00001118256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0013168,0.02400715,0.0007976544,0.001207776,0.00187765,0.0001929831,0.002464045,0.0006721166,0.9674637],"genre_scores_gemma":[0.003745734,0.01402739,0.001126938,0.001165916,0.0005457285,0.0001689295,0.002086886,0.0001905527,0.9769419],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07662284,"threshold_uncertainty_score":0.1092931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538082547510705,"score_gpt":0.3495216504629767,"score_spread":0.2941408249878696,"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."}}