{"id":"W7098569661","doi":"","title":"Beyond the Isogloss: The Isograph in Dialect Topography","year":2015,"lang":"en","type":"article","venue":"","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extant taxon; Pronunciation; Dialectology; Geodetic datum; Phonology; Line (geometry); Variation (astronomy)","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":[0.00791305,0.0008785048,0.001079995,0.007011019,0.001814465,0.009509232,0.002213058,0.001196417,0.009067595],"category_scores_gemma":[0.0472752,0.000786209,0.001228695,0.01377051,0.005909313,0.01287819,0.006099455,0.003335112,0.002018077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111035,"about_ca_system_score_gemma":0.002482077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02405393,"about_ca_topic_score_gemma":0.02896767,"domain_scores_codex":[0.9948421,0.002529415,0.0003223088,0.000952817,0.001192594,0.0001607109],"domain_scores_gemma":[0.9817472,0.009609279,0.001472176,0.004429677,0.002192701,0.0005488743],"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":[0.0001515121,0.00005227881,0.04184072,0.0005431133,0.000235404,0.0002157646,0.0143565,0.005752765,0.000946331,0.5447524,0.05039179,0.3407614],"study_design_scores_gemma":[0.00005282753,0.00009945466,0.03557416,0.0005039451,0.0001194115,0.0007338252,0.007407821,0.03404211,0.001171346,0.5753388,0.3447506,0.0002057067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04186008,0.002581678,0.8997139,0.004570381,0.0009897063,0.000271245,0.004098979,0.004161177,0.04175293],"genre_scores_gemma":[0.2911039,0.002123904,0.6879581,0.0009185852,0.0005235767,0.0006203481,0.003903326,0.002845343,0.01000287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02405393,"threshold_uncertainty_score":0.04782784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210522163700287,"score_gpt":0.2030757995154215,"score_spread":0.1820235831453927,"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."}}