{"id":"W6942003800","doi":"10.14288/1.0361075","title":"[Men playing checkers on large outdoor checkerboard in Stanley Park, Vancouver, B.C.]","year":2017,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Checkerboard; Key (lock); Class (philosophy); Margin (machine learning)","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":[0.0003529268,0.0006766446,0.0003119849,0.001019805,0.00991125,0.001890103,0.00106512,0.00100888,0.2452478],"category_scores_gemma":[0.0006555051,0.0003816794,0.0002540823,0.001144839,0.001053854,0.0009177558,0.001178333,0.00163178,0.04051716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003267855,"about_ca_system_score_gemma":0.005885283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6421782,"about_ca_topic_score_gemma":0.9613934,"domain_scores_codex":[0.9997661,0.00002219689,0.000005945378,0.00006366138,0.00006075446,0.00008132194],"domain_scores_gemma":[0.9996127,0.00002306142,0.00001182062,0.000009058102,0.0001096326,0.0002337472],"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":[0.0002348585,0.0001747645,0.007180251,0.0001798632,0.00001520092,0.0008896952,0.00298714,0.0001202883,0.0005732927,0.001715012,0.8554465,0.1304832],"study_design_scores_gemma":[0.00002589327,0.00005536323,0.02605342,0.0001873807,0.000006442334,0.0002074032,0.005530925,0.00008232876,0.0001993653,0.0004709102,0.967163,0.00001752701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02527905,0.00301052,0.0007345633,0.009805182,0.00178475,0.0003289836,0.008027093,0.0005814261,0.9504484],"genre_scores_gemma":[0.02288942,0.001167675,0.0004705361,0.0009062995,0.00009905655,0.00003802446,0.001262104,0.0001248859,0.973042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3578218,"threshold_uncertainty_score":0.8204356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012984371169206,"score_gpt":0.1815475248777223,"score_spread":0.1714176811660302,"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."}}