{"id":"W6961210723","doi":"10.14473/csda/hgzkpi/z3qpiu","title":"D07_CHPS201.pdf","year":2024,"lang":"cs","type":"dataset","venue":"Czech Social Science Data Archive","topic":"Botanical Studies and Applications","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":[0.001288457,0.002976449,0.001492776,0.004076788,0.0009822017,0.003504741,0.003276712,0.002323617,0.1801151],"category_scores_gemma":[0.00600803,0.001113979,0.001673638,0.006543107,0.0006898699,0.001819959,0.003014846,0.001898741,0.2693366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713402,"about_ca_system_score_gemma":0.002958326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02395138,"about_ca_topic_score_gemma":0.03028518,"domain_scores_codex":[0.9986303,0.000195623,0.0001319282,0.0004368106,0.0003143724,0.0002910255],"domain_scores_gemma":[0.9975043,0.0005686505,0.0001591619,0.0008497216,0.0005541084,0.0003640949],"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":[0.00004450995,0.00001271429,0.000195097,0.0002857691,0.00001465284,0.000009474944,0.000009305,0.0001147302,0.00008656362,0.0002302159,0.9980379,0.0009590614],"study_design_scores_gemma":[0.000372917,0.00002646192,0.00242508,0.0001454257,0.00002379885,0.00004807128,0.00007237935,0.0004701953,0.0005900919,0.0009289749,0.9948661,0.00003042112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00006914413,0.00002609894,0.0000397131,0.00004558783,0.00002071783,0.000007683238,0.9985846,0.0006230205,0.0005834699],"genre_scores_gemma":[0.000184322,0.0000280808,0.0001140616,0.00003480304,0.000005210576,0.00003469981,0.9988691,0.0001280471,0.0006015468],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8198849,"threshold_uncertainty_score":0.602545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06281687497102686,"score_gpt":0.3314218563255644,"score_spread":0.2686049813545375,"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."}}