{"id":"W4387475220","doi":"10.22329/il.v37i1.4823","title":"Announcement","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Business","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002599217,0.001117976,0.0008377515,0.002004288,0.002195443,0.006778352,0.001695115,0.007788186,0.4979522],"category_scores_gemma":[0.01382902,0.0004932215,0.0009630445,0.001078811,0.0007300468,0.001869148,0.002414907,0.005853029,0.3892643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002434926,"about_ca_system_score_gemma":0.005773887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006520219,"about_ca_topic_score_gemma":0.01234864,"domain_scores_codex":[0.997363,0.0002365541,0.00005719797,0.0002217097,0.001650961,0.0004705759],"domain_scores_gemma":[0.9916372,0.001088695,0.0003349166,0.0004336975,0.002675047,0.003830557],"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":[0.00002392235,0.00001037002,0.0000354648,0.00001314062,9.143478e-7,0.00002776704,0.000002613929,0.000006061886,0.00002965473,0.0004271269,0.9968305,0.002592454],"study_design_scores_gemma":[0.0000372284,0.00002593257,0.0004225723,0.00002848708,0.000003238004,0.00004060215,0.00003601187,0.00005083925,0.0000904522,0.0008745012,0.998381,0.000008950516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001084919,0.002226644,0.001018068,0.1344395,0.2472728,0.00064938,0.01345147,0.003522976,0.5963342],"genre_scores_gemma":[0.003257461,0.0007034894,0.0003872502,0.03019099,0.02871954,0.0001891135,0.004408295,0.0004776664,0.9316661],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5020478,"threshold_uncertainty_score":0.7161102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4501241659143646,"score_gpt":0.6239977109996,"score_spread":0.1738735450852354,"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."}}