{"id":"W2245551175","doi":"10.6084/m9.figshare.1430067.v1","title":"Losing light /l/","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","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":[0.0006024474,0.0007061316,0.0004752148,0.001160146,0.00547902,0.004312241,0.0007594057,0.00116617,0.5538971],"category_scores_gemma":[0.001702525,0.000375294,0.0005440916,0.000824406,0.00173856,0.003080309,0.002799182,0.002557998,0.2372227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004256379,"about_ca_system_score_gemma":0.002731038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1308655,"about_ca_topic_score_gemma":0.3813423,"domain_scores_codex":[0.999645,0.00004473861,0.000009365246,0.00004988188,0.0001665262,0.0000844512],"domain_scores_gemma":[0.9991416,0.00009992424,0.00001832865,0.00009918369,0.0004336113,0.0002073185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002578392,0.000004801708,0.00003928352,0.00003166463,0.000001032761,0.00002644513,0.0002258576,0.00001641095,0.0003550358,0.003451804,0.984879,0.01094294],"study_design_scores_gemma":[0.0000028991,0.000003037104,0.0002402036,0.00003421088,0.000001489988,0.00003174344,0.0004331376,0.00002256787,0.0002098102,0.000847053,0.9981667,0.000007158896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001318523,0.002026017,0.002507017,0.01839651,0.01254348,0.0001189187,0.004438124,0.003249546,0.9554018],"genre_scores_gemma":[0.005866633,0.0005738206,0.0009696382,0.00201763,0.0007603918,0.00002670103,0.001158313,0.001554326,0.9870726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5538971,"threshold_uncertainty_score":0.6363117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039760864547144,"score_gpt":0.2616640233302496,"score_spread":0.1576879368755352,"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."}}