{"id":"W6886029870","doi":"10.14288/1.0366560","title":"Labels","year":2018,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White (mutation); Object (grammar); Process (computing); Feature (linguistics); Image (mathematics)","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":[0.001470067,0.0009312091,0.0007830581,0.003898791,0.00585127,0.008254101,0.001875516,0.001966301,0.8075235],"category_scores_gemma":[0.00796343,0.0006147063,0.0005574384,0.003889334,0.00131622,0.005308613,0.002831922,0.002737541,0.7346278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004029178,"about_ca_system_score_gemma":0.00407796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177241,"about_ca_topic_score_gemma":0.03120938,"domain_scores_codex":[0.9980699,0.0001527849,0.00007888066,0.0003117819,0.001146158,0.0002404601],"domain_scores_gemma":[0.9928768,0.0004930664,0.0002032517,0.0009211574,0.004541682,0.0009639608],"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":[0.00001262961,0.000008404263,0.00005180307,0.00005434349,4.235836e-7,0.00001005734,0.00009272773,0.00001225169,0.0001034475,0.005243086,0.9807462,0.01366479],"study_design_scores_gemma":[0.000002141908,0.000002408736,0.00008963295,0.000028115,3.968102e-7,0.000008862102,0.00007190556,0.000006859207,0.0000512152,0.000505446,0.9992303,0.000002772832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002507657,0.0001927968,0.0008436831,0.001316281,0.002303618,0.0001812232,0.01511525,0.0013851,0.9784112],"genre_scores_gemma":[0.00130413,0.0002574034,0.0009081207,0.0005147693,0.0003759289,0.0001464566,0.01076603,0.001406192,0.9843209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1924765,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059586027609608,"score_gpt":0.3116489873596902,"score_spread":0.2810531270835941,"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."}}