{"id":"W6944791880","doi":"10.21233/n3t990","title":"Banks Island 74MS15 pollen dataset","year":2005,"lang":"en","type":"dataset","venue":"Neotoma Paleoecological Database","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Pollen; Apoidea; Vegetation (pathology); Aerial survey","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00171974,0.002330497,0.002459807,0.0009271151,0.0006291303,0.0004463168,0.004776833,0.002312268,0.1088429],"category_scores_gemma":[0.002437233,0.001939618,0.0005279366,0.001074378,0.0009990945,0.0008732552,0.003487477,0.004016298,0.1951878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006183565,"about_ca_system_score_gemma":0.0005603363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004853959,"about_ca_topic_score_gemma":0.01920855,"domain_scores_codex":[0.9882407,0.001237764,0.001991934,0.003595985,0.002118031,0.002815549],"domain_scores_gemma":[0.9886849,0.00145835,0.001191711,0.006960162,0.0002006012,0.001504256],"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":[0.0007479442,0.001871626,0.0001407923,0.0002301225,0.0002625267,0.004870047,0.000004253803,0.000008931312,0.0000689866,0.00001567081,0.9907694,0.001009732],"study_design_scores_gemma":[0.002846071,0.0006004063,0.002990338,0.0001440796,0.0007345463,0.0004312312,0.00001296652,0.00004397381,0.00001888084,0.00001988482,0.9897819,0.002375701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004602699,0.0009673234,0.000007527604,0.0002628027,0.001068924,0.002537239,0.9932478,0.0006143866,0.0008336907],"genre_scores_gemma":[0.00006215012,0.0009310746,0.0009281207,0.003660614,0.002844518,0.0007690847,0.9901858,0.0002256383,0.0003930275],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08634489,"threshold_uncertainty_score":0.998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883348087179219,"score_gpt":0.3106010849059356,"score_spread":0.2817676040341434,"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."}}