{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001950541,0.002110968,0.002445071,0.0006796831,0.001402574,0.000840272,0.008399122,0.002112932,0.06371807],"category_scores_gemma":[0.006278864,0.001754846,0.0005410489,0.0003977767,0.00156934,0.0009902732,0.005532574,0.003640445,0.2528305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849928,"about_ca_system_score_gemma":0.0006209025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003689047,"about_ca_topic_score_gemma":0.04617896,"domain_scores_codex":[0.9894624,0.001021793,0.001552267,0.003482109,0.001941428,0.002539947],"domain_scores_gemma":[0.9827181,0.001125781,0.001906813,0.0125614,0.000215554,0.001472322],"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":[0.0005954781,0.001319283,0.000321309,0.0002898507,0.0002504713,0.0102103,0.00000196848,0.000001200724,0.00003795906,0.00001289173,0.9866209,0.0003383769],"study_design_scores_gemma":[0.002195213,0.0005054639,0.005969732,0.0002043096,0.0006979346,0.0003124294,0.000008476867,0.0000110386,0.00001107531,0.00004571485,0.9879063,0.002132305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002436832,0.000353079,0.000002614079,0.0002047204,0.001773186,0.002393469,0.9935572,0.000567616,0.0009044316],"genre_scores_gemma":[0.00004058521,0.0005367972,0.0005126838,0.001825308,0.001710501,0.0008350576,0.9938547,0.0001972582,0.0004871323],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1891124,"threshold_uncertainty_score":0.9998975,"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."}}