{"id":"W4411618385","doi":"10.51847/ydqsdbvxwd","title":"10.51847/YdQsdbVXWd","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Medical education; Psychology; Medicine; Geography","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":[0.000495527,0.00008015645,0.0001095496,0.00003987925,0.0002739674,0.00006540554,0.0003079186,0.00006474475,0.9980947],"category_scores_gemma":[0.00006537916,0.00009019868,0.00003625417,0.0001456505,0.00008795673,0.0001227326,0.0000243324,0.00005829511,0.9949351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603457,"about_ca_system_score_gemma":0.0001225367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000198035,"about_ca_topic_score_gemma":0.000002590113,"domain_scores_codex":[0.9991083,0.00007388364,0.0001380095,0.0001828776,0.0001778254,0.0003191397],"domain_scores_gemma":[0.9995553,0.00008455013,0.00002184067,0.0001486382,0.00002437174,0.0001653323],"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":[0.000008853303,0.0000161546,0.000003545847,7.466208e-7,0.00000915698,0.000001394648,0.001142359,0.000006542406,0.000002931564,0.00003716356,0.1133725,0.8853986],"study_design_scores_gemma":[0.00008886785,0.00001450953,0.0001257057,0.000004370464,0.000003668501,2.901732e-7,0.00004380132,0.000004473553,0.000003639804,0.0000376381,0.9995401,0.0001329272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004779777,0.00001639128,2.115683e-7,0.001648388,0.00001106914,0.0001716895,0.000002702722,0.0001679375,0.9932019],"genre_scores_gemma":[0.000368566,0.000001275474,0.0004140303,0.0002777136,0.0002206034,0.00002156322,0.00000333508,0.00001280631,0.9986801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8861676,"threshold_uncertainty_score":0.3678195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007173525028798,"score_gpt":0.2265415268988483,"score_spread":0.2164697916485604,"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."}}