{"id":"W4389525018","doi":"10.26418/positron.v13i2.57340","title":"Rancang Bangun Transduser Piezoelektrik untuk Analisis Target Strength Argo Float","year":2023,"lang":"id","type":"article","venue":"POSITRON","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Argo; Geology","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":[0.0005696255,0.0007049936,0.0005927591,0.0006901093,0.0005948092,0.001423896,0.0005644853,0.0009567501,0.009613746],"category_scores_gemma":[0.001064598,0.0003891401,0.0004253502,0.0004513166,0.0005069591,0.001380553,0.0006114315,0.0007431885,0.002349225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005244124,"about_ca_system_score_gemma":0.0005470604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782597,"about_ca_topic_score_gemma":0.005682552,"domain_scores_codex":[0.9993112,0.00003060311,0.00002873929,0.0001420424,0.0004030824,0.00008430425],"domain_scores_gemma":[0.9993342,0.0001791202,0.00006347551,0.00005555112,0.0003348599,0.00003277738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007187984,0.0001140639,0.01034787,0.0009556857,0.00005108375,0.0007627133,0.001122823,0.008680088,0.8286811,0.001276465,0.004542235,0.1427473],"study_design_scores_gemma":[0.00004578082,0.001066954,0.0470612,0.0001791177,0.0001477014,0.001024002,0.002768496,0.04846325,0.8440531,0.001251684,0.05376611,0.0001726009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7914036,0.00283418,0.1552981,0.001087177,0.000742603,0.0003506405,0.001447767,0.003938132,0.04289775],"genre_scores_gemma":[0.918609,0.001374329,0.04051433,0.0004079625,0.00004101379,0.0001740374,0.0007755218,0.0005355161,0.03756831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009613746,"threshold_uncertainty_score":0.03216118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104997322372755,"score_gpt":0.2515759067701895,"score_spread":0.2305259335464619,"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."}}