{"id":"W2786887762","doi":"10.15406/mojabb.2018.02.00038","title":"10.15406/mojabb.2018.02.00038","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005316859,0.0001394499,0.0002218546,0.00008021167,0.0006081417,0.000004389062,0.0005113197,0.0002703637,0.9947439],"category_scores_gemma":[0.0002305247,0.0001303036,0.00005343421,0.0002537031,0.0001279481,0.00004151351,0.000195419,0.0005830093,0.989481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589745,"about_ca_system_score_gemma":0.0001077231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007993841,"about_ca_topic_score_gemma":0.000003343797,"domain_scores_codex":[0.9984772,0.0003743956,0.0003652672,0.0002631998,0.0001267155,0.0003932082],"domain_scores_gemma":[0.9981235,0.0003478657,0.00007359927,0.00120018,0.0001029143,0.0001519934],"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":[0.00008870885,0.00009859478,0.0000624457,0.0000128661,0.00001490323,0.000001014076,0.00006149823,0.000001643869,0.00005834912,0.00004534976,0.5465629,0.4529917],"study_design_scores_gemma":[0.0003022479,0.00007917146,0.003723771,0.00003392449,0.00001106893,9.516667e-7,0.00001676531,0.00003620693,0.00001149601,0.00004693247,0.9956008,0.0001367321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004240964,0.00006594196,0.000004367332,0.004322384,0.000009691026,0.0005933583,0.00002558958,0.0004766108,0.9902611],"genre_scores_gemma":[0.005784177,0.000002728328,0.0004694134,0.0007718249,0.00006868738,0.0002380069,0.00002467273,0.00002298319,0.9926175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.452855,"threshold_uncertainty_score":0.5313625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04185929652349023,"score_gpt":0.3548649722344296,"score_spread":0.3130056757109393,"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."}}