{"id":"W6886018492","doi":"10.14288/1.0432534","title":"Team in big tree, Vancouver, B.C.","year":2023,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tree (set theory); Variety (cybernetics); Field (mathematics); 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003482789,0.0008585455,0.0005092448,0.0007320623,0.006527219,0.003646117,0.0008568341,0.00128631,0.7198762],"category_scores_gemma":[0.0005386824,0.0004368036,0.0003589422,0.0006848099,0.0006638856,0.0009458845,0.001751289,0.002138769,0.5212824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124446,"about_ca_system_score_gemma":0.003637955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.198511,"about_ca_topic_score_gemma":0.7004688,"domain_scores_codex":[0.9995618,0.00001851399,0.000006463581,0.00009971215,0.0001517356,0.0001617394],"domain_scores_gemma":[0.9991103,0.00001696981,0.000008179925,0.00001668394,0.0003198393,0.0005280164],"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":[0.0000427238,0.00001809418,0.0002887455,0.0000313646,0.000001535174,0.00009817459,0.0001195451,0.00002907226,0.0002856478,0.0004632018,0.9793746,0.01924725],"study_design_scores_gemma":[0.000008310034,0.00001865241,0.001343896,0.00005348454,0.000001763204,0.00003851752,0.0006980344,0.00003020468,0.0001023866,0.0001078816,0.997591,0.000005785984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002336977,0.0007262624,0.0003707189,0.003171712,0.002283733,0.0001300088,0.002382512,0.0006751438,0.9879228],"genre_scores_gemma":[0.00119484,0.00009827231,0.00006376725,0.0001512849,0.00002525636,0.00000721527,0.0002506835,0.00008861373,0.99812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8014891,"threshold_uncertainty_score":0.3995626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027725567781054,"score_gpt":0.1804309441746852,"score_spread":0.1701536884968746,"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."}}