{"id":"W7132024500","doi":"","title":"Anybody out there?","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002334472,0.00008389819,0.0001523689,0.0001094956,0.0001250069,0.0009557139,0.001813381,0.0001004548,0.003429492],"category_scores_gemma":[0.001367451,0.00005442927,0.00006395025,0.0003681036,0.00006896364,0.0009120262,0.0001866396,0.0002207157,0.002338755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001873054,"about_ca_system_score_gemma":0.00004608377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006806776,"about_ca_topic_score_gemma":0.00004345677,"domain_scores_codex":[0.9978543,0.0001017366,0.0003586494,0.0003301795,0.001118378,0.0002367927],"domain_scores_gemma":[0.9987641,0.0004640921,0.0001264991,0.000448214,0.0001271258,0.00006999032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005124995,0.00002003544,0.03987034,4.024097e-7,0.000002133701,0.000005857361,0.00009551916,0.00001237085,0.001757285,0.01864149,0.9037607,0.03582868],"study_design_scores_gemma":[0.000137376,0.000007194321,0.03261413,0.000003396682,0.000002158707,0.000003037954,0.0001383928,0.0004318496,0.0009685689,0.4829754,0.4826201,0.00009842822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2226778,0.00006063719,0.002148535,0.004753255,0.0004713894,0.0000532671,0.000006587094,0.00005723892,0.7697713],"genre_scores_gemma":[0.9283001,0.000002014663,0.0007707229,0.000571183,0.0004011125,0.000004096737,0.000002478574,0.000006993626,0.06994131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7056223,"threshold_uncertainty_score":0.9984381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07387567798568877,"score_gpt":0.3856457773254842,"score_spread":0.3117700993397954,"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."}}