{"id":"W7098321518","doi":"","title":"3University of Toronto Toronto, ON","year":2016,"lang":"en","type":"article","venue":"","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Probabilistic logic; Representation (politics); Hierarchy; Hierarchical Dirichlet process; Object (grammar); Generative grammar; Layer (electronics); Generative model","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006222934,0.001523892,0.001232589,0.001224517,0.003592819,0.004959103,0.001301334,0.002235018,0.6962138],"category_scores_gemma":[0.002127347,0.0006887859,0.000696767,0.002384101,0.001069284,0.00191519,0.002263584,0.001651484,0.3325255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007740968,"about_ca_system_score_gemma":0.009059702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2045722,"about_ca_topic_score_gemma":0.4749193,"domain_scores_codex":[0.9990741,0.00008820059,0.00005066412,0.0003474446,0.0002507813,0.0001887452],"domain_scores_gemma":[0.9978157,0.0002822259,0.0001030125,0.0002730006,0.0009033562,0.0006226717],"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":[0.0003434748,0.0001008388,0.002946836,0.001185082,0.00004785336,0.001143046,0.0008300826,0.001147111,0.001405522,0.02501244,0.7922726,0.1735651],"study_design_scores_gemma":[0.00003669931,0.00002804003,0.002426463,0.0002605526,0.00001850436,0.0001105942,0.0003402688,0.0005034453,0.0003085281,0.002270508,0.9936695,0.00002687787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005440689,0.01071245,0.005151032,0.01216548,0.003849591,0.0002492914,0.04153745,0.002862102,0.9180319],"genre_scores_gemma":[0.01922267,0.005186536,0.004332366,0.0009105246,0.0002145882,0.0001055356,0.01209038,0.0006435777,0.9572939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3037862,"threshold_uncertainty_score":0.4333141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166397270666476,"score_gpt":0.1767508602062606,"score_spread":0.160111133139613,"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."}}