{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008039215,0.001398343,0.000739059,0.002688567,0.001821343,0.006167735,0.001472492,0.001786048,0.6381024],"category_scores_gemma":[0.005735319,0.0008286613,0.0006201338,0.002398167,0.0007211606,0.006194586,0.002778399,0.001899726,0.4081807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109429,"about_ca_system_score_gemma":0.001449619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006730346,"about_ca_topic_score_gemma":0.01230469,"domain_scores_codex":[0.9992616,0.0001051329,0.00004160197,0.0001224703,0.000359008,0.0001101717],"domain_scores_gemma":[0.9984657,0.0003258865,0.00006477229,0.0003570429,0.0005301584,0.0002565593],"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":[0.00006727951,0.00003695611,0.0001472581,0.000142718,0.000003871915,0.00005846037,0.00009725954,0.0002164621,0.0003046287,0.01436585,0.8882557,0.09630338],"study_design_scores_gemma":[0.00003309287,0.00002616259,0.0003595799,0.0001015517,0.000009223457,0.0001792862,0.00007334458,0.0008583256,0.001003552,0.00880954,0.9885174,0.00002903584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001504746,0.0007546125,0.01660426,0.001290289,0.0005660175,0.0001527422,0.01986164,0.0613003,0.8979653],"genre_scores_gemma":[0.008921649,0.0005428872,0.005014555,0.0003295386,0.00012805,0.0001109254,0.01494795,0.01500112,0.9550033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3618976,"threshold_uncertainty_score":0,"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."}}