{"id":"W6993286897","doi":"","title":"Nick Kucher","year":2016,"lang":"en","type":"other","venue":"Arca (British Columbia Electronic Library Network)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Period (music); Clothing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003686181,0.0009671688,0.001603304,0.0002077068,0.0003425783,0.002208,0.002267272,0.001495145,0.9438187],"category_scores_gemma":[0.00003262996,0.001688579,0.0006888743,0.001248822,0.0005115999,0.001107754,0.0008200662,0.001849632,0.03386088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631384,"about_ca_system_score_gemma":0.001916714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007991171,"about_ca_topic_score_gemma":0.2086757,"domain_scores_codex":[0.9900009,0.0006848695,0.0009743078,0.002288816,0.0009954085,0.00505572],"domain_scores_gemma":[0.996161,0.0002138599,0.0008917592,0.002020978,0.00003927415,0.0006731642],"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":[0.00003542873,0.0002067859,0.001555173,0.0000768861,0.0007623464,0.000300128,0.000004350947,0.000002189453,9.61806e-7,0.02463868,0.9523123,0.02010477],"study_design_scores_gemma":[0.001521859,0.0002045728,0.00004232171,0.001670411,0.0001455385,0.0002645229,0.000001681611,0.00001519286,0.000001580887,0.2250111,0.7694681,0.001653104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001265213,0.03897085,0.000003151597,0.0002025136,0.001296259,0.001949488,0.0008592068,0.006626193,0.9500797],"genre_scores_gemma":[0.013934,0.01071943,0.0004580265,0.001388995,0.01110051,0.000548389,0.001341231,0.01101869,0.9494907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9099578,"threshold_uncertainty_score":0.9998011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003476174332444056,"score_gpt":0.1868567247093737,"score_spread":0.1833805503769297,"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."}}