{"id":"W4406145498","doi":"10.26034/la.atl.2001.331","title":"Some notes on language","year":2001,"lang":"en","type":"article","venue":"Ancient TL","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Linguistics; Computer science; Philosophy","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":[0.00005353606,0.0000756714,0.00008854081,0.00003791359,0.0002387646,0.00003849703,0.00006553745,0.00001221566,0.001183765],"category_scores_gemma":[0.0001441043,0.00005388602,0.00004564226,0.00002027476,0.00006835732,0.00002351342,0.00001873322,0.00005757262,0.0006623279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002622593,"about_ca_system_score_gemma":0.000005452946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002233716,"about_ca_topic_score_gemma":0.0002828573,"domain_scores_codex":[0.9995003,0.000007374589,0.00008235453,0.0001169664,0.0001246943,0.0001683463],"domain_scores_gemma":[0.9997286,0.00005576419,0.00002275129,0.0001162985,0.00003709279,0.00003946636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001092042,0.0001170824,0.0001232888,0.000007690748,0.00001517433,0.0001191742,0.04755547,0.000003014055,0.00009802811,0.9121959,0.03468304,0.005071217],"study_design_scores_gemma":[0.00008882378,0.00007128401,0.0002037766,0.000008808265,0.000006443278,5.665236e-7,0.001251835,0.00001336015,0.0000474117,0.0004230229,0.9977934,0.00009123178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2506247,0.003361993,0.00001288749,0.0004968399,0.002107811,0.00008425792,0.00002893555,0.000132353,0.7431502],"genre_scores_gemma":[0.9664231,0.00003780907,0.00001743648,0.00192204,0.002469473,0.000004842671,0.000006588063,0.000008293307,0.02911044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9631104,"threshold_uncertainty_score":0.9997293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050288832624208,"score_gpt":0.2490462252302828,"score_spread":0.2185433369040407,"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."}}