{"id":"W4253294032","doi":"10.3138/jammi.2.suppl-1.1","title":"Abstracts presented at the AMMI Canada – CACMID Annual Conference May 3–6, 2017 Toronto, ON","year":2017,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ammi; Geography; Library science; Computer science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002620301,0.001537658,0.0009874979,0.001559968,0.004719791,0.005486839,0.001279651,0.002578655,0.5482222],"category_scores_gemma":[0.00251141,0.0004104624,0.0008783102,0.0009617748,0.00113421,0.0009108073,0.003129753,0.00253146,0.1701466],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01340484,"about_ca_system_score_gemma":0.02445953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.22761,"about_ca_topic_score_gemma":0.63572,"domain_scores_codex":[0.9978422,0.000151737,0.00005968134,0.0001592201,0.001128126,0.0006589602],"domain_scores_gemma":[0.9963954,0.0001039733,0.00009056566,0.00006320428,0.00173904,0.001607893],"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":[0.00008596032,0.00002154337,0.0002811695,0.00005547057,0.000006509372,0.00006337228,0.00004189627,0.00004872439,0.000156602,0.0003356891,0.9918253,0.007077663],"study_design_scores_gemma":[0.00001851114,0.00002407452,0.001814857,0.0001269609,0.000006121401,0.000021103,0.0002803223,0.00005569191,0.0001090041,0.0001792568,0.997355,0.000009185535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008913267,0.020036,0.0009405645,0.08682431,0.2207199,0.0008179735,0.01099508,0.0004544386,0.6502984],"genre_scores_gemma":[0.006899472,0.003862366,0.0002630886,0.00169164,0.006227022,0.00006361766,0.00232086,0.000125579,0.9785463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9865952,"threshold_uncertainty_score":0.6444061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947690881560317,"score_gpt":0.3212545477675658,"score_spread":0.3017776389519626,"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."}}