{"id":"W347622729","doi":"10.51644/hzem3201","title":"Hearing Mark: a Listener's Guide","year":2004,"lang":"en","type":"article","venue":"Consensus","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005965297,0.001423066,0.001415116,0.003244113,0.002674733,0.004358428,0.002503684,0.00363446,0.2992139],"category_scores_gemma":[0.02829411,0.001005834,0.0006492303,0.001331367,0.001268488,0.004464951,0.003417297,0.005113647,0.3400883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007412406,"about_ca_system_score_gemma":0.003401157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003978032,"about_ca_topic_score_gemma":0.006754375,"domain_scores_codex":[0.9975603,0.0009180717,0.0002183254,0.0001637471,0.0009380737,0.0002015294],"domain_scores_gemma":[0.9893134,0.004133028,0.0003378316,0.0004584985,0.004633452,0.00112368],"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":[0.00001525957,0.00001464602,0.00001869478,0.0000824913,8.125206e-7,0.00008247329,0.000263954,0.00001645466,0.0001063961,0.0003862916,0.9664348,0.03257779],"study_design_scores_gemma":[0.000009865666,0.00001591309,0.00009311394,0.000287535,0.000001828815,0.0002359413,0.001028949,0.00004534593,0.0000913559,0.001140805,0.997032,0.00001735671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00191012,0.02271311,0.05293369,0.1022462,0.06283185,0.003803334,0.00801896,0.01728351,0.7282592],"genre_scores_gemma":[0.005988454,0.01417611,0.02364711,0.02956056,0.007196778,0.002674872,0.002960203,0.003792265,0.9100037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2992139,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07500898772740587,"score_gpt":0.3656655798777844,"score_spread":0.2906565921503785,"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."}}