{"id":"W6924930888","doi":"10.15468/dl.zm9byd","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Download; Range (aeronautics); Data set; Identification (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009508468,0.002226667,0.001537475,0.004615921,0.001029192,0.002457096,0.002792228,0.002119491,0.1275933],"category_scores_gemma":[0.00518099,0.0008368479,0.001244015,0.008602809,0.0004632543,0.002052494,0.002378589,0.002063446,0.1932389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594355,"about_ca_system_score_gemma":0.00215869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02138208,"about_ca_topic_score_gemma":0.03778042,"domain_scores_codex":[0.9990209,0.0001444558,0.0001137727,0.0003579525,0.0002061231,0.0001568144],"domain_scores_gemma":[0.9979412,0.0005928592,0.0001873216,0.0005231136,0.000501662,0.0002538048],"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":[0.00003524599,0.00001578376,0.0004435148,0.0005062738,0.00001591009,0.00001602107,0.0000220829,0.0001406965,0.000116139,0.0003774059,0.9968398,0.001471108],"study_design_scores_gemma":[0.0000934763,0.00001170596,0.002263838,0.0001867912,0.00001654224,0.00004502897,0.00007170776,0.0002125553,0.0001983097,0.0009308897,0.9959484,0.0000208141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006106564,0.00003693751,0.00004911744,0.00004046356,0.00001410243,0.000006065509,0.9987055,0.000421577,0.0006651686],"genre_scores_gemma":[0.0001610279,0.00003532008,0.0002023205,0.00004686099,0.000003532761,0.00004158985,0.9989076,0.0001193325,0.000482388],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8724067,"threshold_uncertainty_score":0.4268422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541847831868939,"score_gpt":0.2843515938274265,"score_spread":0.2589331155087372,"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."}}