{"id":"W3016851196","doi":"10.1075/cal.27.02som","title":"Constructionalization, constructional competition and constructional death","year":2020,"lang":"en","type":"book-chapter","venue":"Constructional approaches to language","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); Biology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.002508437,0.0004318531,0.0003045117,0.002293572,0.002748529,0.004043385,0.0007629062,0.0003779496,0.006632512],"category_scores_gemma":[0.005419287,0.0002733253,0.0001756158,0.002191696,0.01678956,0.005101258,0.003443071,0.001310736,0.0003453335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005173692,"about_ca_system_score_gemma":0.00140649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282329,"about_ca_topic_score_gemma":0.01918722,"domain_scores_codex":[0.998348,0.0008304152,0.00007596421,0.00021865,0.0003257009,0.0002013176],"domain_scores_gemma":[0.9963589,0.002265592,0.0003269627,0.0005092522,0.0003903743,0.00014879],"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":[0.0001099985,0.00001097235,0.006747714,0.0001870502,0.00001201376,0.000737521,0.1512645,0.0005691522,0.002302286,0.8201223,0.001274114,0.01666246],"study_design_scores_gemma":[0.00003193586,0.00007968185,0.06297992,0.000653159,0.00006829337,0.002172485,0.289451,0.00645899,0.009779393,0.2996335,0.3286006,0.00009108288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7510077,0.001898821,0.03470341,0.001610526,0.00009688444,0.00004394497,0.0003873358,0.00009707237,0.2101542],"genre_scores_gemma":[0.9946975,0.0001393358,0.0009215379,0.0000192028,0.000008636431,0.00001093134,0.00009170784,0.00003660222,0.004074495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282329,"threshold_uncertainty_score":0.03753799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07609763646708265,"score_gpt":0.213810586836239,"score_spread":0.1377129503691563,"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."}}