{"id":"W2259740644","doi":"10.6084/m9.figshare.911326.v2","title":"IEEE ISTAS13 Symposium","year":2014,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced Data and IoT Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.002295302,0.002517328,0.00193492,0.004194897,0.00155719,0.004974083,0.001991872,0.001674853,0.119117],"category_scores_gemma":[0.005915377,0.0004306714,0.001432813,0.00621595,0.0002825341,0.003219222,0.002397622,0.001905933,0.2037934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024827,"about_ca_system_score_gemma":0.002640363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02300819,"about_ca_topic_score_gemma":0.03555156,"domain_scores_codex":[0.9971222,0.0004518381,0.0002963241,0.000459785,0.001299976,0.0003698513],"domain_scores_gemma":[0.9950725,0.0004411871,0.000190154,0.001122245,0.002508033,0.0006657979],"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":[0.00004117762,0.00001828829,0.000349522,0.00007629159,0.000009340459,0.00001051455,0.000006990319,0.000234091,0.0001047993,0.0003873902,0.9905263,0.008235333],"study_design_scores_gemma":[0.00002465314,0.00002007687,0.00215586,0.00007899672,0.00001633976,0.00003664978,0.00007444085,0.001694996,0.0004906807,0.001077028,0.9943084,0.00002184476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004379238,0.002569121,0.004410082,0.003905626,0.006112464,0.0002131008,0.8533278,0.01526111,0.1098216],"genre_scores_gemma":[0.006126238,0.0009341699,0.001974521,0.0004602179,0.0004596823,0.0001175658,0.9660955,0.0008460551,0.02298598],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.880883,"threshold_uncertainty_score":0.398486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411749497091305,"score_gpt":0.2061752252163312,"score_spread":0.1920577302454182,"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."}}