{"id":"W4406546883","doi":"10.1016/s1541-9800(07)70383-6","title":"10.1016/s1541-9800(07)70383-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Language barrier; Linguistics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006521978,0.0001226957,0.0001637694,0.00005581943,0.0003699904,0.00009570821,0.000437413,0.00009859016,0.9994821],"category_scores_gemma":[0.00009604034,0.0001370904,0.0000565214,0.000175649,0.0001302724,0.0001762864,0.00004036919,0.0001014007,0.9991316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390737,"about_ca_system_score_gemma":0.0001758732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002824601,"about_ca_topic_score_gemma":0.000004708365,"domain_scores_codex":[0.9987313,0.0001083231,0.0002042014,0.0002642396,0.0002496744,0.0004422171],"domain_scores_gemma":[0.9993663,0.0001240729,0.00003770975,0.0002109196,0.00003679539,0.0002241535],"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":[0.00001185562,0.00002318832,0.000001654338,0.000001241696,0.00001369067,0.000001993788,0.001233412,0.000006667491,0.000002228147,0.00001989683,0.5714568,0.4272273],"study_design_scores_gemma":[0.0001402576,0.00002210714,0.0000820719,0.000007579069,0.000006514246,5.564059e-7,0.00006570764,0.000006501278,0.00001153425,0.0001441175,0.9993134,0.0001996939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00187578,0.00002844037,3.456336e-7,0.001749028,0.000008922943,0.0002417092,0.000005489534,0.0002099155,0.9958804],"genre_scores_gemma":[0.0001642233,0.000001257339,0.0004395424,0.0001913258,0.0003230078,0.00003318779,0.000006133193,0.00002006323,0.9988213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4278565,"threshold_uncertainty_score":0.5590383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009096990982059119,"score_gpt":0.2155108030622299,"score_spread":0.2064138120801707,"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."}}