{"id":"W2984199050","doi":"10.1075/ml.00002.gal","title":"No lab, no problem","year":2019,"lang":"en","type":"article","venue":"The Mental Lexicon","topic":"Digital Communication and Language","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Computer science; Focus (optics); Data science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007909136,0.001048076,0.001232927,0.00138344,0.00490046,0.0121724,0.003588071,0.005090186,0.3605251],"category_scores_gemma":[0.02988948,0.0007711988,0.0008224902,0.001552659,0.004685893,0.0153003,0.01156765,0.005275565,0.1964671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002978799,"about_ca_system_score_gemma":0.006242868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822826,"about_ca_topic_score_gemma":0.002999566,"domain_scores_codex":[0.990694,0.002708206,0.0005369453,0.002324625,0.002512711,0.00122347],"domain_scores_gemma":[0.9773915,0.00310287,0.00114526,0.006990382,0.004974723,0.006395363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002676313,0.0002143077,0.002456154,0.0003325099,0.00002616975,0.0003920793,0.0009255563,0.000216252,0.001108213,0.08429144,0.7502734,0.1594962],"study_design_scores_gemma":[0.00002333066,0.00004577568,0.0005137113,0.0001518239,0.000009098871,0.0002813781,0.0005806239,0.0002776863,0.0003720901,0.01559683,0.9821246,0.00002312668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006766667,0.00358528,0.03129881,0.1558458,0.02627086,0.0005117985,0.002781332,0.005690602,0.7672489],"genre_scores_gemma":[0.09979651,0.00286292,0.021137,0.06421851,0.006601045,0.0006888267,0.002786424,0.004251362,0.7976575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3605251,"threshold_uncertainty_score":0.9121334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111241872119412,"score_gpt":0.2375831794264094,"score_spread":0.2264589922144682,"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."}}