{"id":"W6924572071","doi":"10.15468/dl.qych0d","title":"Occurrence Download","year":2018,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Online Learning Methods and Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rambutan; Myrtaceae; Acinus; Population","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001248315,0.0001767157,0.0002038581,0.0001010192,0.001205112,0.0002388288,0.0005712397,0.0004193645,0.004365844],"category_scores_gemma":[0.001283693,0.0001891021,0.0001070812,0.0007067433,0.0006290802,0.001033533,0.0001797693,0.0003086973,0.1168332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395325,"about_ca_system_score_gemma":0.0005145062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813647,"about_ca_topic_score_gemma":0.0002143818,"domain_scores_codex":[0.9982746,0.000280224,0.0003412042,0.0001831344,0.0005997722,0.0003210733],"domain_scores_gemma":[0.9984081,0.00004137079,0.0003428422,0.0003482421,0.0007140663,0.0001453458],"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":[0.00001077102,0.00002299183,0.0005851379,0.0000287866,0.00001332011,4.502993e-7,0.0002541397,7.160215e-7,7.583056e-9,0.000002790897,0.9967809,0.002299933],"study_design_scores_gemma":[0.0001170301,0.00002743506,0.00005650194,0.000002258829,0.00002555028,4.52204e-7,0.0005214829,4.391761e-8,2.351054e-7,0.000006117813,0.9990402,0.0002026905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001911586,0.000005759108,0.00001904053,0.000897554,0.001058467,0.0002395161,0.9962296,0.0001112158,0.001247664],"genre_scores_gemma":[0.000002117043,0.00007503537,0.00003729724,0.0006556092,0.00001273903,0.000002150303,0.9992143,8.983978e-9,7.322487e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1124674,"threshold_uncertainty_score":0.9965443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092094924730297,"score_gpt":0.317128335148311,"score_spread":0.286207385901008,"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."}}