{"id":"W7054887999","doi":"","title":"Bias : bioinformatics integrated application software, design and implementation which was written as part of my masters degree requirements","year":2004,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Exploit; Architecture; Work (physics); Degree (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005170429,0.001105064,0.001034794,0.00123572,0.0006061505,0.003179162,0.002744162,0.00150047,0.05004891],"category_scores_gemma":[0.01450927,0.001119499,0.001277122,0.0008454859,0.0008256398,0.002452754,0.003365202,0.003376309,0.0605287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009411712,"about_ca_system_score_gemma":0.003566211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313521,"about_ca_topic_score_gemma":0.001126916,"domain_scores_codex":[0.9954818,0.0007641104,0.0003339988,0.0006650188,0.00227892,0.0004760527],"domain_scores_gemma":[0.9954932,0.001201006,0.0002427846,0.0006651792,0.001807022,0.0005908592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007047864,0.000286652,0.004046474,0.001655916,0.0001507443,0.0003498778,0.001100026,0.007492816,0.0457449,0.04093618,0.2423994,0.6551324],"study_design_scores_gemma":[0.0002899732,0.0005982758,0.002458528,0.0005896428,0.00007464628,0.0006306765,0.0001440839,0.0318847,0.02334199,0.01320459,0.9266522,0.0001308036],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005432491,0.000856886,0.8608132,0.001560445,0.001089015,0.001685425,0.002271877,0.09660188,0.02968881],"genre_scores_gemma":[0.03823881,0.002292269,0.7856974,0.002628681,0.0005235327,0.004437302,0.0108662,0.03273653,0.1225793],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05004891,"threshold_uncertainty_score":0.1674303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397249792997293,"score_gpt":0.2933580078817931,"score_spread":0.2536330285820638,"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."}}