{"id":"W4235014035","doi":"10.29173/irie373","title":"On IRIE Vol. 21","year":2014,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003130397,0.0009677938,0.00106505,0.005304732,0.002959974,0.01214298,0.001704275,0.005345446,0.2104863],"category_scores_gemma":[0.008229335,0.0005196906,0.001039702,0.003442744,0.003124342,0.004424587,0.003443791,0.006642674,0.1218065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006034429,"about_ca_system_score_gemma":0.004126443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007774376,"about_ca_topic_score_gemma":0.01506615,"domain_scores_codex":[0.9972524,0.0005554963,0.0001642749,0.0004085288,0.001252337,0.000367007],"domain_scores_gemma":[0.9978345,0.0006955452,0.0001329869,0.000400804,0.0007418872,0.0001942703],"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":[0.00003443949,0.00004970275,0.0002907411,0.0002651088,0.00001321499,0.00006843854,0.0001345316,0.0001235737,0.000232355,0.07472776,0.8722899,0.05177014],"study_design_scores_gemma":[0.000002954007,0.000006986419,0.0004087214,0.0003374663,0.000003924217,0.00003434706,0.0000557157,0.00004557373,0.00005381119,0.006093754,0.9929502,0.000006521685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007434372,0.03051614,0.001358829,0.02612827,0.02252214,0.0001270992,0.0008370499,0.0002956515,0.9174715],"genre_scores_gemma":[0.00849776,0.01965474,0.00114697,0.02914173,0.01166565,0.0002052467,0.0008508415,0.0002950607,0.928542],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2104863,"threshold_uncertainty_score":0.7041468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05792946583034252,"score_gpt":0.2736488827378927,"score_spread":0.2157194169075502,"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."}}