{"id":"W7053705455","doi":"","title":"КОРПУСНЫЕ ДАННЫЕ В РАЗРАБОТКЕ УЧЕБНЫХ СЛОВАРЕЙ СОЧЕТАЕМОСТИ","year":2023,"lang":"en","type":"article","venue":"Electronic Archive of the Russian State Pedagogical University (Russian State Vocational Pedagogical University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Term (time); Headline; Subject (documents); Nucleofection","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":[0.002726718,0.0004201971,0.0005396804,0.00365032,0.002491009,0.006131399,0.0009733259,0.001276255,0.027647],"category_scores_gemma":[0.008813358,0.0006202305,0.0004814156,0.005467856,0.004077944,0.003247589,0.001831208,0.002270503,0.01351974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002269705,"about_ca_system_score_gemma":0.004032338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007976969,"about_ca_topic_score_gemma":0.01067319,"domain_scores_codex":[0.9959573,0.0007254209,0.0001993877,0.0006840731,0.002180604,0.0002533382],"domain_scores_gemma":[0.9949194,0.001967352,0.0004519367,0.0009383671,0.00149605,0.0002270072],"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":[0.0001088368,0.00006301299,0.002482999,0.0003766687,0.00002713937,0.000855106,0.004428177,0.0009122379,0.00641629,0.6313843,0.01664683,0.3362983],"study_design_scores_gemma":[0.00002358686,0.00005518736,0.004587254,0.0002940081,0.00003892459,0.001087139,0.002363465,0.001192416,0.00621207,0.1656359,0.8184129,0.00009698744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.05345181,0.01785425,0.1968025,0.008812849,0.002110519,0.0004077739,0.001845823,0.0008153429,0.7178992],"genre_scores_gemma":[0.5876887,0.01901301,0.21285,0.001010767,0.00103274,0.0009647647,0.001230352,0.001054035,0.1751557],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.027647,"threshold_uncertainty_score":0.09248841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137731535330665,"score_gpt":0.2444536491374054,"score_spread":0.2030763337840988,"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."}}