{"id":"W4411325212","doi":"10.53762/v0bdzm77","title":"10.53762/v0bdzm77","year":2000,"lang":"en","type":"article","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":"Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001549357,0.00004314924,0.00006220386,0.0000254732,0.000243212,0.00002827314,0.0001174687,0.00002446641,0.9960079],"category_scores_gemma":[0.00007624587,0.00004221428,0.00002322896,0.000180486,0.00006538931,0.00005048163,0.00001011383,0.0000288688,0.9815516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003283902,"about_ca_system_score_gemma":0.00005098177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000277626,"about_ca_topic_score_gemma":0.000005384923,"domain_scores_codex":[0.9995068,0.00004138669,0.00006596321,0.00009473341,0.0001316068,0.0001595174],"domain_scores_gemma":[0.9997657,0.00004122293,0.00001005049,0.00008456993,0.00003433169,0.00006413081],"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":[0.000003437054,0.00001804389,0.000001648828,4.597466e-7,0.000004270619,1.955311e-7,0.002136473,9.734448e-7,0.000002115002,0.00009129751,0.505952,0.4917891],"study_design_scores_gemma":[0.00003960107,0.00001454298,0.0001779765,0.000003194353,0.000003161437,1.058032e-7,0.0001415153,0.000001489298,0.000002824955,0.00003635394,0.9995187,0.00006051673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001690708,0.00005527961,7.046005e-8,0.004870455,0.000007818464,0.00008107871,0.000001480127,0.00007460199,0.9932185],"genre_scores_gemma":[0.001231464,0.000003864314,0.00003883781,0.0002316363,0.0002421089,0.000009881744,0.000001135567,0.000004296597,0.9982368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4935667,"threshold_uncertainty_score":0.1870615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146356829697894,"score_gpt":0.2649123730243774,"score_spread":0.250276690054588,"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."}}