{"id":"W6940639383","doi":"10.7916/d8-yz0g-mn92","title":"Carnegie Public Library, Oshawa, Canada","year":2018,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Agency (philosophy); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006122523,0.001059146,0.001214372,0.005665251,0.008451299,0.00613806,0.001461359,0.001382123,0.6227022],"category_scores_gemma":[0.002401458,0.001071454,0.0004671766,0.01208328,0.001190194,0.002027575,0.001614076,0.001278102,0.2763073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01750018,"about_ca_system_score_gemma":0.06069778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.927524,"about_ca_topic_score_gemma":0.9843935,"domain_scores_codex":[0.9992523,0.00002753912,0.0000282631,0.00009064811,0.0004781161,0.0001231267],"domain_scores_gemma":[0.9977286,0.0002495976,0.00006977713,0.0001713313,0.001364922,0.0004156683],"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":[0.00004030639,0.0000328318,0.0006727862,0.0002047427,0.000005478828,0.00008706222,0.0002128711,0.00009538816,0.0001947875,0.003828492,0.9253755,0.06924966],"study_design_scores_gemma":[0.00001113561,0.000007546703,0.005689981,0.0002062328,0.000008857125,0.0000330138,0.0005181419,0.0001067831,0.0001728533,0.0005714801,0.9926538,0.00002008535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002512037,0.003895369,0.0004482259,0.003025747,0.0003745809,0.0001227576,0.05501356,0.001564605,0.9330431],"genre_scores_gemma":[0.001922093,0.002883222,0.0004633215,0.0001966643,0.00002305044,0.00003166246,0.006281394,0.0003158991,0.9878827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6227022,"threshold_uncertainty_score":0.5381694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478808386314909,"score_gpt":0.1681036735105878,"score_spread":0.1533155896474387,"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."}}