{"id":"W2806826317","doi":"10.3389/fpsyg.2018.01007","title":"PRIMIR on Tone","year":2018,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Language Development and Disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Tone (literature); Front (military); Volume (thermodynamics); Linguistics; Cognitive psychology; Audiology; Medicine; Philosophy; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008619172,0.0009578363,0.0007904212,0.001652017,0.00257578,0.008167281,0.001004458,0.001831626,0.721642],"category_scores_gemma":[0.005660861,0.0004046876,0.0007143663,0.0008820608,0.001459226,0.005204228,0.003265065,0.002813972,0.4274279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058779,"about_ca_system_score_gemma":0.0009460039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404977,"about_ca_topic_score_gemma":0.003932799,"domain_scores_codex":[0.9991813,0.0001288427,0.00004913105,0.0001953762,0.0003239762,0.0001213894],"domain_scores_gemma":[0.9981648,0.000487403,0.00009813662,0.0003735869,0.0005736393,0.0003024156],"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":[0.0003283885,0.00007822452,0.0006806425,0.0004316056,0.00002734511,0.0004687482,0.0009773697,0.00004466217,0.003069998,0.0430806,0.7815549,0.1692576],"study_design_scores_gemma":[0.00001847409,0.00003124531,0.0009870161,0.0002106398,0.0000138295,0.0003406907,0.0005466516,0.0001292701,0.0008321129,0.01041208,0.9864634,0.0000144491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00148545,0.001062808,0.001610402,0.007335421,0.01014118,0.0000452087,0.0008949868,0.001001104,0.9764234],"genre_scores_gemma":[0.03821858,0.001858058,0.002356413,0.00470775,0.005722133,0.00006826766,0.0007938163,0.00175942,0.9445156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.721642,"threshold_uncertainty_score":0.3970438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820618493097906,"score_gpt":0.3618304947469997,"score_spread":0.3436243098160206,"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."}}