{"id":"W3088842518","doi":"10.7557/3.5585","title":"The Geometer: A New Device for Recording Angles in Visual Surveys","year":2020,"lang":"en","type":"article","venue":"NAMMCO Scientific Publications","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Bayer (Canada)","funders":"","keywords":"USB; Software; Computer science; Mobile device; Data collection; Computer hardware; Tracking (education); Computer graphics (images); Embedded system; Operating system; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007760138,0.00008676862,0.00008996678,0.0002007229,0.0003734068,0.0005393783,0.0004377986,0.00006523735,0.00002436634],"category_scores_gemma":[0.001076476,0.00007330791,0.00004631349,0.002056185,0.00007863434,0.0002602762,0.00004758381,0.0001056713,0.0000439734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005455068,"about_ca_system_score_gemma":0.00007733164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001789893,"about_ca_topic_score_gemma":0.0004025824,"domain_scores_codex":[0.9990942,0.00003107666,0.0002408573,0.0002249206,0.0001341698,0.0002748147],"domain_scores_gemma":[0.9992974,0.0002190377,0.00003348485,0.0002400541,0.0001288174,0.00008115055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007461266,0.00005482051,0.009043495,0.00008780144,0.00005163398,4.914253e-7,0.00156746,0.007125168,0.009140886,0.03543983,0.4057519,0.5317291],"study_design_scores_gemma":[0.0003309397,0.00002134836,0.003677555,0.000009336123,0.000007613827,8.109043e-7,0.00049397,0.1856604,0.006237397,0.001941878,0.8014078,0.0002109319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1056165,0.001381292,0.8489451,0.03371408,0.002249619,0.001461494,0.0001292762,0.003104989,0.003397642],"genre_scores_gemma":[0.9964694,0.00002731685,0.002008363,0.00007951935,0.00008105405,0.0001452287,0.0001006876,0.0000216227,0.001066787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8908529,"threshold_uncertainty_score":0.5201237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04164711383077817,"score_gpt":0.2732441901707632,"score_spread":0.2315970763399851,"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."}}