{"id":"W4252806961","doi":"10.1080/14432471.2020.1809972","title":"Issue 207","year":2020,"lang":"en","type":"article","venue":"Preview","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Condor Petroleum (Canada)","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.001054642,0.00115237,0.0007278832,0.003424393,0.001300605,0.00653488,0.001528033,0.002080761,0.6520903],"category_scores_gemma":[0.002767477,0.000381227,0.0006997175,0.001948442,0.0005296869,0.002363963,0.001695245,0.002026462,0.561083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213464,"about_ca_system_score_gemma":0.002252539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00288289,"about_ca_topic_score_gemma":0.008618713,"domain_scores_codex":[0.999172,0.00006454627,0.00002897734,0.0001102677,0.0005320027,0.00009231755],"domain_scores_gemma":[0.9979091,0.0002017043,0.00008653157,0.0002386437,0.001011339,0.0005526953],"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":[0.00001759835,0.00002611913,0.00006091987,0.00008424888,0.000002597923,0.00002388908,0.000009547984,0.00002831298,0.0002081786,0.002095672,0.9392363,0.0582066],"study_design_scores_gemma":[0.000003493722,0.000008458554,0.0001378265,0.00005168474,0.000001734741,0.00002466462,0.00001303723,0.00003763883,0.00008655233,0.0005917699,0.999041,0.000002160142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004650357,0.005025154,0.002026994,0.009578368,0.06169495,0.0001795047,0.002400501,0.001370084,0.9172593],"genre_scores_gemma":[0.0006835075,0.001063281,0.000277812,0.00174579,0.00451781,0.00002567371,0.0006508442,0.0001860676,0.9908493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3479097,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813089547265128,"score_gpt":0.2689680987113059,"score_spread":0.2408372032386547,"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."}}