{"id":"W7165924945","doi":"10.53437/xjsqk210","title":"Only reconstruction and backwards association","year":2019,"lang":"","type":"article","venue":"","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Association (psychology); Operator (biology); Scope (computer science); Parsing; German; Repetition (rhetorical device)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006629369,0.0002383901,0.00033777,0.0001463649,0.0003254122,0.0007109059,0.00008212634,0.0002285344,0.01955493],"category_scores_gemma":[0.0005328234,0.00024638,0.00008770182,0.00004457102,0.00006904759,0.0003774896,0.00005684207,0.0002207939,0.001869243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354031,"about_ca_system_score_gemma":0.0001362817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939341,"about_ca_topic_score_gemma":0.001511917,"domain_scores_codex":[0.9982064,0.0001102423,0.0005461826,0.0004253151,0.0003760348,0.0003358076],"domain_scores_gemma":[0.9984344,0.0002818402,0.0004775937,0.0002423242,0.0004836177,0.00008024015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002482394,0.00005731915,0.07567239,0.0001223844,0.0001946448,7.28671e-7,0.01252499,0.000002595446,0.00005306377,0.8888974,0.0004972169,0.02195241],"study_design_scores_gemma":[0.006692177,0.001324736,0.1578631,0.0009883117,0.00149077,0.0001235557,0.07419352,0.03287651,0.0005970774,0.5503131,0.170446,0.003091088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6571013,0.0001147876,0.0001647249,0.01435239,0.01342216,0.0004822139,0.00004719455,0.00009677304,0.3142184],"genre_scores_gemma":[0.9091125,0.0001756745,0.0005141242,0.0002689019,0.002374834,0.000002643375,0.00001903416,0.00002927182,0.08750302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3385843,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365846598355339,"score_gpt":0.216399337833735,"score_spread":0.2027408718501816,"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."}}