{"id":"W2334436132","doi":"10.1017/s0025100312000291","title":"Establishment and first awarding of IPA Student Awards","year":2012,"lang":"en","type":"article","venue":"Journal of the International Phonetic Association","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Political science; Medical education; Psychology; Selection (genetic algorithm); Library science; Public relations; Medicine; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.02491918,0.001167237,0.001511706,0.00826802,0.009214915,0.01589734,0.003512941,0.005932987,0.06842411],"category_scores_gemma":[0.04182713,0.00176023,0.00145476,0.00300036,0.001544639,0.003651624,0.01458749,0.01257457,0.05571615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003216327,"about_ca_system_score_gemma":0.01996337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361385,"about_ca_topic_score_gemma":0.003916432,"domain_scores_codex":[0.973466,0.002928728,0.001783401,0.001644515,0.01059911,0.009578236],"domain_scores_gemma":[0.9383162,0.002124962,0.001391678,0.003278844,0.02642604,0.02846233],"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":[0.0004683946,0.001011938,0.006839697,0.0003088845,0.00002834074,0.0009385003,0.001633602,0.0002034564,0.001990186,0.04911171,0.7559031,0.1815621],"study_design_scores_gemma":[0.00006298911,0.0003225167,0.01047462,0.000135158,0.00001214322,0.0002940879,0.0008666884,0.0006264917,0.0008867334,0.001983239,0.9842803,0.00005496388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05778855,0.00278561,0.03858302,0.02819899,0.09286561,0.02324461,0.004513977,0.00351185,0.7485077],"genre_scores_gemma":[0.07705805,0.001446864,0.02267291,0.005944811,0.01097304,0.01083188,0.002809552,0.0008817572,0.8673812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06842411,"threshold_uncertainty_score":0.2289014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858473454957352,"score_gpt":0.338244911166058,"score_spread":0.3196601766164845,"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."}}