{"id":"W7139423390","doi":"","title":"Michael Snow: Life & Work","year":2016,"lang":"","type":"article","venue":"","topic":"Sound Studies and Aurality","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Sight; Snow","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000433432,0.0003733612,0.0005128451,0.00005301217,0.0003070522,0.00004566715,0.0003758905,0.0003057791,0.06078859],"category_scores_gemma":[0.0004654342,0.0002204466,0.0003076917,0.0003209073,0.0004110156,0.0000577528,0.0002689613,0.0001857534,0.03192599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005822515,"about_ca_system_score_gemma":0.00003396097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002861437,"about_ca_topic_score_gemma":0.0002263654,"domain_scores_codex":[0.9971858,0.0002560733,0.0006244922,0.0007726402,0.0002264903,0.0009344745],"domain_scores_gemma":[0.9974304,0.0008723029,0.0001633046,0.001085084,0.00009286542,0.0003559981],"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":[0.0002703618,0.0003086713,0.09513879,0.000012353,0.0005485428,0.000006549212,0.002026397,6.089318e-8,0.00006526474,0.01413878,0.8293465,0.0581377],"study_design_scores_gemma":[0.001410554,0.00006537207,0.129757,0.00008547201,0.00005573288,0.000003725562,0.0008682889,9.561807e-8,0.00001163632,0.002293848,0.8650449,0.0004033942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4343672,0.008591517,0.005778794,0.161332,0.01187033,0.0005504674,0.00005941194,0.0002336253,0.3772167],"genre_scores_gemma":[0.7565843,0.0007712627,0.0002546949,0.008224435,0.001121783,0.00002557715,0.000001563976,0.00003107147,0.2329853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3222172,"threshold_uncertainty_score":0.9688278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0621853766202437,"score_gpt":0.3325560979064731,"score_spread":0.2703707212862294,"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."}}