{"id":"W796858898","doi":"","title":"Linear, Tobit and Nonlinear Exponential Regression Modeling of Visual Field Data","year":2013,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Tobit model; Exponential function; Nonlinear regression; Field (mathematics); Mathematics; Nonlinear system; Linear regression; Statistics; Regression analysis; Econometrics; Mathematical analysis; Physics","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":[0.005397357,0.0009000406,0.0008221309,0.0008811028,0.0003652687,0.001623557,0.002021177,0.001363177,0.003705802],"category_scores_gemma":[0.0202561,0.000474699,0.001260098,0.001537013,0.0006204735,0.001915629,0.00108441,0.001763106,0.00167956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144658,"about_ca_system_score_gemma":0.001040426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03167041,"about_ca_topic_score_gemma":0.02308142,"domain_scores_codex":[0.9983845,0.0008932162,0.00007671212,0.0003085328,0.0001401701,0.0001968384],"domain_scores_gemma":[0.9918527,0.005896663,0.0005586414,0.0005805767,0.0009706788,0.0001406103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005490339,0.0001656128,0.01165415,0.0001362338,0.0001289174,0.000104577,0.0002114216,0.9262598,0.00082855,0.01428658,0.002137863,0.04353726],"study_design_scores_gemma":[0.000005388988,0.00002244232,0.0015966,0.000007643739,0.00001140625,0.00001627316,0.00002418747,0.995641,0.0001276864,0.002252262,0.00028294,0.00001214489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4330333,0.001077448,0.5565532,0.001130371,0.0002076287,0.0001372431,0.002603452,0.001176988,0.00408031],"genre_scores_gemma":[0.9425797,0.0005478064,0.03590016,0.00009941801,0.00004778164,0.0001353615,0.002069917,0.000280022,0.01833977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03167041,"threshold_uncertainty_score":0.06297213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448455281524591,"score_gpt":0.3275153301530019,"score_spread":0.2830307773377559,"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."}}