{"id":"W7036204856","doi":"","title":"Alberta's Machine Learning Institute","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.00142489,0.001603356,0.001463199,0.002906139,0.001265732,0.003767775,0.001854499,0.001567785,0.1940098],"category_scores_gemma":[0.004372407,0.0007646868,0.0006638454,0.00405151,0.0008471831,0.00148854,0.001930699,0.002579927,0.1480841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003454684,"about_ca_system_score_gemma":0.007520156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2117809,"about_ca_topic_score_gemma":0.3061756,"domain_scores_codex":[0.9986126,0.0001010952,0.00004227375,0.0003258972,0.0007975444,0.0001204405],"domain_scores_gemma":[0.9967275,0.0006297317,0.00008469696,0.0006449846,0.001620295,0.0002926961],"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":[0.00002233605,0.00002032437,0.0002689705,0.00007081439,0.00001577069,0.00002922002,0.0000133247,0.001007527,0.0001395989,0.006962871,0.765476,0.2259732],"study_design_scores_gemma":[0.0000348478,0.0000152683,0.001514092,0.0001475765,0.00002089733,0.00006157257,0.00003417825,0.007727969,0.000627177,0.01631448,0.9734771,0.00002475105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002031242,0.01435752,0.04153045,0.00848283,0.002882633,0.00014799,0.03222477,0.01333972,0.8850029],"genre_scores_gemma":[0.009002896,0.006732663,0.03602733,0.0007075526,0.000432135,0.0001175303,0.01881521,0.00143348,0.9267311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7882191,"threshold_uncertainty_score":0.6490275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008035921343225392,"score_gpt":0.1681353988172722,"score_spread":0.1600994774740468,"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."}}