{"id":"W7055525561","doi":"","title":"Commentary on Santibanezâs âStrategically wrong: bias and argumentationâ","year":2016,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Noise (video); Term (time); Subject (documents)","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":[0.0472357,0.001118178,0.002778135,0.002092279,0.01727328,0.01352204,0.006483829,0.1017025,0.007073852],"category_scores_gemma":[0.1834566,0.001549947,0.001786565,0.002509358,0.03464394,0.01756422,0.009859571,0.1146142,0.00263675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01683437,"about_ca_system_score_gemma":0.02404985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03588093,"about_ca_topic_score_gemma":0.04889566,"domain_scores_codex":[0.9595008,0.01821056,0.00309101,0.006252868,0.008057641,0.004887078],"domain_scores_gemma":[0.8298426,0.145306,0.004443206,0.003650684,0.01228493,0.004472606],"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":[0.00009539524,0.00001759195,0.0002978682,0.0002470236,0.00006422381,0.0006981318,0.01465675,0.00006616719,0.0001191054,0.128296,0.8514516,0.003990205],"study_design_scores_gemma":[0.0000977666,0.00001221151,0.0004889729,0.001573403,0.0000698865,0.0004080466,0.01031859,0.0001709836,0.0003261561,0.08305768,0.9033608,0.0001153584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000303508,0.001931483,0.00006550288,0.9875646,0.008388603,0.000002734156,0.00001306131,0.000003613739,0.001726781],"genre_scores_gemma":[0.01365851,0.001216363,0.0001701085,0.9682691,0.01291563,0.00002615961,0.00001164916,0.00004695711,0.003685474],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1017025,"threshold_uncertainty_score":0.2498092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721834597782885,"score_gpt":0.2451068670249731,"score_spread":0.2178885210471442,"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."}}