{"id":"W4253048336","doi":"10.3138/jammi.5.s1.01.intro","title":"Introductory Note","year":2020,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.003370948,0.000530851,0.0006873374,0.001273422,0.00866442,0.005911024,0.002557387,0.01883553,0.08612821],"category_scores_gemma":[0.03149416,0.0005156816,0.000990364,0.0007665246,0.002435695,0.003172144,0.002869256,0.01880271,0.03782424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007169676,"about_ca_system_score_gemma":0.01161774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05898596,"about_ca_topic_score_gemma":0.130938,"domain_scores_codex":[0.9968443,0.0004511469,0.0001607407,0.0005865436,0.001277658,0.0006796113],"domain_scores_gemma":[0.989473,0.004570548,0.0003109759,0.0003166235,0.003538685,0.001790214],"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":[0.000004586232,0.000005595799,0.00005520534,0.00001108282,9.687267e-7,0.00005360353,0.00009485749,0.000004830575,0.00001810689,0.00497692,0.9928807,0.001893649],"study_design_scores_gemma":[0.00001074991,0.000006906635,0.0004079636,0.00009384512,0.000003699451,0.0000746879,0.0003599083,0.00001877515,0.00004600436,0.003452608,0.9955146,0.00001024401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004918723,0.001682195,0.000232327,0.7920813,0.1153789,0.00009104113,0.0003599965,0.00008977184,0.08959258],"genre_scores_gemma":[0.003014577,0.0005041236,0.0002083607,0.7738127,0.0225943,0.0001308457,0.00008642477,0.00006198836,0.1995868],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08612821,"threshold_uncertainty_score":0.2881275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003877859088664565,"score_gpt":0.2158699861651491,"score_spread":0.2119921270764846,"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."}}