{"id":"W4200357254","doi":"10.29173/connections44","title":"Connection","year":2021,"lang":"en","type":"article","venue":"Connections A Journal of Language Media and Culture","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Connection (principal bundle); Computer science; Mathematics; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00132634,0.0006400193,0.0003604809,0.001659075,0.004612919,0.007923614,0.001665145,0.002647725,0.3870465],"category_scores_gemma":[0.01193753,0.0003198287,0.0004420305,0.001696956,0.001959624,0.006479135,0.00599496,0.003609342,0.1428071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157792,"about_ca_system_score_gemma":0.003002865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096005,"about_ca_topic_score_gemma":0.005342615,"domain_scores_codex":[0.9977749,0.000467416,0.00007893846,0.0005285793,0.0008235859,0.0003265468],"domain_scores_gemma":[0.9946464,0.0006720543,0.0002236456,0.001068423,0.002065574,0.001323871],"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":[0.00005558561,0.00004338911,0.001257268,0.00009710662,0.00001330196,0.0003162306,0.002150107,0.00005922647,0.000347178,0.248922,0.6388404,0.1078983],"study_design_scores_gemma":[0.000004636305,0.000006080671,0.0003150624,0.00004692328,0.000003602531,0.0001787884,0.0005083082,0.0000338681,0.00006674474,0.02650433,0.9723269,0.00000488223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002177636,0.0008009681,0.002006277,0.009795355,0.003790877,0.00005074477,0.0003832195,0.0002755665,0.9807194],"genre_scores_gemma":[0.0522932,0.0009686517,0.001334381,0.005663526,0.001558872,0.0001105017,0.0006798775,0.0004712153,0.9369199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6129535,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109477687474916,"score_gpt":0.2591068435588468,"score_spread":0.2481590748113552,"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."}}