{"id":"W3210591695","doi":"","title":"Acoustic Week in Canada 2022 Newfoundland Conference Announcement","year":2021,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Telecommunications; Environmental science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.0001038689,0.0001152963,0.0001776515,0.0000775064,0.0001150513,0.000059052,0.000166207,0.00005254962,0.006508327],"category_scores_gemma":[0.0001340805,0.0001091904,0.00002502774,0.000364136,0.00002615277,0.000037727,0.00000716403,0.0001906755,0.0000884523],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836306,"about_ca_system_score_gemma":0.006928983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990634,"about_ca_topic_score_gemma":0.9999947,"domain_scores_codex":[0.9987841,0.00004433105,0.0001947789,0.0002597008,0.0002215523,0.0004955111],"domain_scores_gemma":[0.9991235,0.00006856566,0.00003015452,0.0001774137,0.0001071753,0.000493192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000001716889,0.000005230998,0.4841959,0.000008048058,0.00001127892,0.0008833767,0.00002842648,0.5055158,0.00005608481,0.00001409192,0.002752947,0.006527068],"study_design_scores_gemma":[0.0001164892,0.00001848616,0.5451473,0.00001327866,0.00002324868,0.00001396287,0.0005627922,0.4501992,9.057964e-7,0.0002388705,0.003505509,0.0001599852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816542,0.0008076044,0.002857102,0.002117754,0.0007491925,0.000076628,0.0006130979,0.00001278038,0.01111167],"genre_scores_gemma":[0.9965417,0.0001392322,0.0002553466,0.001597295,0.00006709984,6.406707e-7,0.0003523613,0.000002173962,0.001044141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06095138,"threshold_uncertainty_score":0.9987008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188166271110683,"score_gpt":0.1872956209588027,"score_spread":0.1654139582476959,"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."}}