{"id":"W6907265724","doi":"10.21233/n3m95m","title":"LD Lake pollen dataset","year":2017,"lang":"en","type":"dataset","venue":"Neotoma Paleoecological Database","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Pollen; Vegetation (pathology); Apoidea; Phenology","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":[],"consensus_categories":[],"category_scores_codex":[0.000730722,0.001469656,0.001018316,0.002861704,0.0006987849,0.001334002,0.001935852,0.00137493,0.0273572],"category_scores_gemma":[0.002969346,0.0004942347,0.0009644351,0.003964009,0.0003375539,0.0009471727,0.001533995,0.001627734,0.04017307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000835589,"about_ca_system_score_gemma":0.001916962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169596,"about_ca_topic_score_gemma":0.04817944,"domain_scores_codex":[0.9993414,0.00009986896,0.00007264811,0.0001732825,0.0002146124,0.00009812541],"domain_scores_gemma":[0.9989564,0.0002092159,0.0001010661,0.0002196085,0.0003805197,0.0001330831],"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":[0.00006605426,0.00003371287,0.001978501,0.000345592,0.00003934591,0.00003079455,0.00002880673,0.0005074111,0.000211654,0.0003013278,0.9932929,0.003163886],"study_design_scores_gemma":[0.0004337044,0.00002912091,0.01665306,0.0002146845,0.00004908091,0.00009669117,0.0001237512,0.002386687,0.0006919415,0.001104443,0.9781752,0.00004168578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008952769,0.00005798742,0.0001225925,0.00005370647,0.00002457572,0.00001453348,0.997629,0.0005449968,0.0006572969],"genre_scores_gemma":[0.0006245631,0.00001850856,0.0002388391,0.00001800903,0.000005201837,0.00004380939,0.9986481,0.00005526356,0.0003477617],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0273572,"threshold_uncertainty_score":0.09151894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05385351384362163,"score_gpt":0.3582293441080741,"score_spread":0.3043758302644525,"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."}}