{"id":"W4239839042","doi":"10.29173/irie99","title":"On IRIE Vol. 8","year":2007,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008966151,0.0008671696,0.0007167425,0.001473204,0.002022578,0.004470349,0.0008895069,0.002730174,0.6903982],"category_scores_gemma":[0.002889846,0.0004047592,0.0005359803,0.00111327,0.001178013,0.001433747,0.003137579,0.003111446,0.4897061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533254,"about_ca_system_score_gemma":0.001673479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006361909,"about_ca_topic_score_gemma":0.01590129,"domain_scores_codex":[0.9993508,0.000116478,0.00003326694,0.0001201832,0.0002467816,0.0001325605],"domain_scores_gemma":[0.9993784,0.0001727298,0.00004908696,0.0001143992,0.0001936736,0.00009162662],"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":[0.00006021832,0.00007216466,0.0004827489,0.0002580993,0.000008623412,0.0002099552,0.0001428015,0.00006666024,0.0005936045,0.01536032,0.9011996,0.08154521],"study_design_scores_gemma":[0.00000374633,0.000005330995,0.0004524795,0.0001797164,0.000001468199,0.00004331335,0.00006748434,0.00001753063,0.00004741112,0.0003308399,0.9988486,0.000002059058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007039967,0.00552638,0.0002103704,0.005595054,0.005350336,0.00006995638,0.000659072,0.0002180146,0.9816668],"genre_scores_gemma":[0.002058347,0.002264725,0.0001654461,0.00213833,0.0005700361,0.00003516053,0.0002192528,0.00007878022,0.9924698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6903982,"threshold_uncertainty_score":0.4416094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04669921496563861,"score_gpt":0.3980469426521333,"score_spread":0.3513477276864946,"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."}}