{"id":"W4212844147","doi":"10.26522/ti.v1i1.630","title":"Taciturnity","year":2012,"lang":"en","type":"article","venue":"ti<","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[],"category_scores_codex":[0.0001385673,0.00003102309,0.00003271327,0.00001536219,0.00002077077,0.000004979589,0.00004426171,0.00001574833,0.0009008727],"category_scores_gemma":[0.00002980749,0.00002704076,0.00001366482,0.00005908678,0.00001483103,0.0001275196,0.00001724305,0.00004339188,0.1364951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002060456,"about_ca_system_score_gemma":0.000003866559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001341986,"about_ca_topic_score_gemma":0.00000239742,"domain_scores_codex":[0.9996866,0.00001688428,0.00003140247,0.00003219112,0.00007072568,0.0001621869],"domain_scores_gemma":[0.9997825,0.000008631806,0.00001242003,0.0001205865,0.000008704093,0.00006715664],"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":[0.00002116302,0.000285152,0.3386036,0.000009933236,0.00002442526,0.000002606448,0.001541721,0.000001503953,0.0669298,0.01146621,0.5732637,0.007850152],"study_design_scores_gemma":[0.0001370909,0.000005406042,0.2973808,0.00000171388,0.000007488587,0.000006592323,0.0000182876,0.00001332796,0.01037853,0.0001473149,0.6918222,0.0000813194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8513588,0.0001528648,0.00002144047,0.00002250716,0.0001222057,0.00002813087,0.000007508491,0.0002146706,0.1480718],"genre_scores_gemma":[0.9974766,2.741512e-7,0.0001801892,0.0000514386,0.000203382,0.000001953581,0.000002881693,0.00001538913,0.002067869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461178,"threshold_uncertainty_score":0.9863924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763498925156632,"score_gpt":0.2857099087290903,"score_spread":0.248074919477524,"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."}}