{"id":"W1763499719","doi":"10.2469/cfm.v26.n5.12","title":"Back From Zero","year":2015,"lang":"en","type":"article","venue":"CFA Magazine","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Zero (linguistics); Psychology; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285485,0.0007319932,0.0005202266,0.0008348604,0.005135882,0.008274857,0.000550663,0.002261376,0.06354246],"category_scores_gemma":[0.005441618,0.0001995241,0.0003432807,0.0006592133,0.004159031,0.006216713,0.004765741,0.00848546,0.02605312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004249479,"about_ca_system_score_gemma":0.003883973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160569,"about_ca_topic_score_gemma":0.01412177,"domain_scores_codex":[0.9991452,0.0001865545,0.00002297095,0.0001131423,0.0002106618,0.0003214924],"domain_scores_gemma":[0.9987193,0.0001173972,0.00005367275,0.0001130337,0.0005245921,0.0004719454],"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":[0.0000968421,0.00002673816,0.0005836134,0.00007773049,0.00001272076,0.0000997867,0.001468261,0.00005620271,0.000254229,0.3046004,0.6431481,0.04957537],"study_design_scores_gemma":[0.000005938953,0.0000151388,0.0004912025,0.000113495,0.000002589259,0.00003633927,0.0008782315,0.00001882642,0.0001149231,0.01748909,0.9808265,0.00000775758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01209573,0.01573398,0.001880522,0.3739402,0.0240637,0.0000249536,0.001052644,0.0004251133,0.5707831],"genre_scores_gemma":[0.121183,0.008666279,0.001084353,0.1064603,0.002998518,0.00003738687,0.000510167,0.000482202,0.7585778],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06354246,"threshold_uncertainty_score":0.2125707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06202779085095098,"score_gpt":0.3120627978534078,"score_spread":0.2500350070024568,"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."}}