{"id":"W2011404244","doi":"10.3109/07434618.2012.686795","title":"A New Chapter","year":2012,"lang":"en","type":"article","venue":"Augmentative and Alternative Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002354734,0.0001346734,0.0001160181,0.00008097741,0.0001611934,0.00003362863,0.0002182445,0.00002061621,0.0005247448],"category_scores_gemma":[0.00002991609,0.0001246472,0.00002774377,0.00009525494,0.0001184703,0.000871611,0.0002130922,0.0001239395,0.0009445183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006281683,"about_ca_system_score_gemma":0.000007815496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003848316,"about_ca_topic_score_gemma":0.00002417096,"domain_scores_codex":[0.9991847,0.0001700739,0.000157566,0.000127385,0.0001530634,0.0002071552],"domain_scores_gemma":[0.9991416,0.0001466444,0.0001531413,0.0003368603,0.00006326914,0.0001584611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001619744,0.0002717727,0.08417449,0.000009379577,0.0003701411,8.716203e-7,0.06151898,0.000004064276,0.03609573,0.5794654,0.005311123,0.2326161],"study_design_scores_gemma":[0.007817966,0.0004537336,0.4631946,0.0002791175,0.0002668475,0.00005408986,0.01467987,0.0007609149,0.2693681,0.07307211,0.168366,0.001686684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8940023,0.008406968,0.01341585,0.001490083,0.0001759995,0.0006956196,0.00005143812,0.0001743368,0.08158739],"genre_scores_gemma":[0.9899868,0.0007752524,0.008102828,0.0002597024,0.00007815022,0.00002631405,0.00004159303,0.00002799229,0.0007013495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5063933,"threshold_uncertainty_score":0.9998333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07395935860282948,"score_gpt":0.3584712916453555,"score_spread":0.284511933042526,"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."}}