{"id":"W4289913087","doi":"10.1109/newcas52662.2022.9842286","title":"Welcome","year":2022,"lang":"en","type":"article","venue":"2022 20th IEEE Interregional NEWCAS Conference (NEWCAS)","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Alliance; Political science; Media studies; Sociology; Computer science; Law","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":[0.002171861,0.001137085,0.000805578,0.001384328,0.002683277,0.008253671,0.002169286,0.004563873,0.7657128],"category_scores_gemma":[0.01589654,0.0003603476,0.0007157609,0.0009912467,0.0008882081,0.005127921,0.00584639,0.004295316,0.6587413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729836,"about_ca_system_score_gemma":0.003902098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614667,"about_ca_topic_score_gemma":0.003982949,"domain_scores_codex":[0.9974197,0.0005111965,0.0001269954,0.0004329165,0.001145745,0.0003634705],"domain_scores_gemma":[0.9907386,0.0009516237,0.0002937496,0.0006468412,0.003581777,0.003787437],"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":[0.0000225415,0.00001298129,0.0000742784,0.00006435706,0.000001340787,0.00006331369,0.00006984327,0.00001524894,0.00008945767,0.002085265,0.9629048,0.03459674],"study_design_scores_gemma":[0.000004144155,0.00000715996,0.00005594028,0.00004407077,9.023152e-7,0.0000604805,0.00008761643,0.000008079093,0.00002925642,0.000505037,0.9991942,0.000003069559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000865552,0.003083487,0.00326484,0.06902198,0.08878803,0.0004088077,0.004801751,0.003414464,0.826351],"genre_scores_gemma":[0.002261789,0.001249472,0.0008563004,0.01982597,0.006042852,0.0001580303,0.001827801,0.0009135012,0.9668642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2342872,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296336172021153,"score_gpt":0.2401200681472776,"score_spread":0.207156706427066,"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."}}