{"id":"W6961208018","doi":"10.14473/csda/ympjwd/2prtpb","title":"D07_CHPS401.pdf","year":2024,"lang":"cs","type":"dataset","venue":"Czech Social Science Data Archive","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Set (abstract data type); Identification (biology); Process (computing); Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001195254,0.002749575,0.001502984,0.004368539,0.000914985,0.003575549,0.003132856,0.002364356,0.1919391],"category_scores_gemma":[0.006433675,0.001079701,0.001564995,0.007437453,0.0006500896,0.001622892,0.002922341,0.001817268,0.2413799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715658,"about_ca_system_score_gemma":0.003232666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02631102,"about_ca_topic_score_gemma":0.03153664,"domain_scores_codex":[0.9987242,0.0001807522,0.0001322449,0.0004059196,0.0002937429,0.0002631759],"domain_scores_gemma":[0.9972941,0.00070968,0.0002051829,0.0007834168,0.0006200213,0.0003875486],"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":[0.00005343737,0.00001353782,0.0003254184,0.0004235551,0.00002030859,0.0000114455,0.0000117359,0.0001499476,0.00009087065,0.0002888535,0.9975147,0.001096166],"study_design_scores_gemma":[0.000432159,0.00002548957,0.003426459,0.0001941363,0.00003344165,0.00004778843,0.00007608487,0.0004359703,0.0005361629,0.001041143,0.9937157,0.00003544892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00005490164,0.00002370292,0.00002642997,0.00003701541,0.00001336561,0.000005044151,0.9990847,0.0003339183,0.0004209234],"genre_scores_gemma":[0.0002086138,0.00003215502,0.00009940886,0.00003498426,0.000004885143,0.00003419618,0.9989489,0.00008713076,0.0005496974],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8080609,"threshold_uncertainty_score":0.6421001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141253772467772,"score_gpt":0.2850988464475123,"score_spread":0.2436863087228345,"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."}}