{"id":"W4406418167","doi":"10.1016/s0197-2510(10)70162-5","title":"10.1016/s0197-2510(10)70162-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002345111,0.0000777745,0.0001084962,0.00003700686,0.0005139171,0.00006122378,0.0002009182,0.00004952907,0.999122],"category_scores_gemma":[0.00004973677,0.00005975686,0.00005360243,0.0002624496,0.0001073265,0.0001110286,0.00003318213,0.00005080374,0.9976792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006916185,"about_ca_system_score_gemma":0.00008014126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000569612,"about_ca_topic_score_gemma":0.000006191287,"domain_scores_codex":[0.9991648,0.00003302858,0.0001108957,0.0001557361,0.0002536015,0.0002819131],"domain_scores_gemma":[0.9995859,0.00003134134,0.00002587894,0.0001306336,0.00006955186,0.0001566564],"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":[0.000008329764,0.00002820053,1.936182e-7,8.590137e-7,0.000009213294,4.93483e-7,0.000864227,0.000002998506,3.882866e-7,0.00001350466,0.6602769,0.3387947],"study_design_scores_gemma":[0.00008264379,0.00003352646,0.00004390631,0.000005577387,0.000007336765,2.187725e-7,0.0003797706,0.000001691597,0.000001783826,0.00001588229,0.9993217,0.0001059822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003845077,0.0000413437,7.790302e-8,0.002614749,0.00001015003,0.0001340784,0.000006781795,0.00008892296,0.9967194],"genre_scores_gemma":[0.0001165562,0.000003043694,0.00003221745,0.00007395291,0.0004823323,0.00001197584,0.000003697715,0.000007494496,0.9992687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3390447,"threshold_uncertainty_score":0.3952687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161169897128067,"score_gpt":0.2315379953674306,"score_spread":0.21992629639615,"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."}}