{"id":"W4250405864","doi":"10.7202/tce","title":"Tangence","year":2012,"lang":"en","type":"paratext","venue":"Tangence","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004586569,0.0007237599,0.0006640547,0.0002553732,0.0001595961,0.00008298151,0.001458901,0.0006207139,0.1048455],"category_scores_gemma":[0.00009792917,0.0007182889,0.0002018615,0.0008196596,0.0003038795,0.0003452719,0.0003384789,0.0008488171,0.9190258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994237,"about_ca_system_score_gemma":0.0002683779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763192,"about_ca_topic_score_gemma":0.00003774297,"domain_scores_codex":[0.9963264,0.0001660707,0.0004689786,0.0008389682,0.0009226375,0.001276886],"domain_scores_gemma":[0.9972589,0.0000990489,0.0004900918,0.001521464,0.0002095411,0.0004209729],"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":[0.0000160836,0.00006020216,0.00006608014,0.0001080297,0.00005343738,0.00001557166,0.0002061746,0.00001051614,0.003881796,0.0002764263,0.9922736,0.003032048],"study_design_scores_gemma":[0.00009557632,0.00002954091,0.0002343235,0.0001837598,0.00009810868,0.00003951514,0.0000236828,0.00001412038,0.002375277,0.00002448652,0.9960085,0.000873155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005262105,0.0590313,0.0003153498,0.00004437448,0.007606735,0.0005967866,0.001948402,0.0002716191,0.9296592],"genre_scores_gemma":[0.04632347,0.001702723,0.001558383,0.0003668234,0.004978913,0.0002977415,0.0007906741,0.0006092338,0.943372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8141803,"threshold_uncertainty_score":0.9995268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983513588744974,"score_gpt":0.3190016074041243,"score_spread":0.2691664715166746,"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."}}