{"id":"W3134023526","doi":"","title":"طبقه بندی مبتنی بر هدف با استفاده از قطعه بندی هرمی و الگوریتم ژنتیک وزن دار","year":2020,"lang":"fa","type":"article","venue":"کاربرد سنجش از دور و سیستم اطلاعات جغرافیایی در برنامه ریزی","topic":"Remote-Sensing Image Classification","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001666957,0.003591633,0.003389146,0.0009543958,0.001227851,0.001574145,0.003076089,0.002419901,0.002972937],"category_scores_gemma":[0.002634818,0.004140154,0.001778838,0.004389288,0.001053505,0.002263127,0.001182263,0.004453553,0.02199937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965243,"about_ca_system_score_gemma":0.0007800928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000647612,"about_ca_topic_score_gemma":0.0002368229,"domain_scores_codex":[0.9830043,0.0008887976,0.004182025,0.004330488,0.003057966,0.004536381],"domain_scores_gemma":[0.9885596,0.001159563,0.001381288,0.00493048,0.001079783,0.002889269],"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":[0.001498051,0.001943968,0.004140968,0.005751633,0.00375067,0.00270858,0.01665478,0.02962866,0.2911358,0.006291247,0.4142856,0.22221],"study_design_scores_gemma":[0.006161058,0.001078582,0.01403627,0.001605561,0.001607428,0.0004580069,0.00173086,0.2234005,0.04093947,0.0007851431,0.7013385,0.006858546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4984779,0.03263459,0.1142205,0.07423985,0.03732334,0.01318069,0.002572975,0.01988821,0.207462],"genre_scores_gemma":[0.9538693,0.002755341,0.01867117,0.004403587,0.007173351,0.0001395762,0.0009838445,0.00186538,0.01013844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4553914,"threshold_uncertainty_score":0.9994623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433465092212936,"score_gpt":0.1989462972802485,"score_spread":0.1555997880589549,"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."}}