{"id":"W4398993032","doi":"10.7910/dvn/xvzvn6","title":"static, high rate of parasitism","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Parasitism; Biology; Ecology; Host (biology)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001352758,0.0005140438,0.0008558218,0.00003038759,0.00009730984,0.00005700584,0.0007211814,0.0004438608,0.09484272],"category_scores_gemma":[0.0004648663,0.0005534493,0.0002157847,0.0001112716,0.0002245118,0.00009814914,0.0006661126,0.0005635142,0.004774341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007753733,"about_ca_system_score_gemma":0.0002015189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003566073,"about_ca_topic_score_gemma":0.00002781488,"domain_scores_codex":[0.9979222,0.00003297779,0.0006314818,0.0006998635,0.000315943,0.0003975033],"domain_scores_gemma":[0.9968842,0.0002416367,0.0004842035,0.002079753,0.0001625791,0.0001475856],"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":[0.00005522024,0.0001525128,0.000007478265,0.003234895,0.0004407795,0.000582881,0.00001718208,0.000002178803,0.01783425,0.000003794812,0.9775936,0.00007521678],"study_design_scores_gemma":[0.0005671114,0.00000659737,0.000004806906,0.0004339935,0.0003117494,0.00003190139,0.0001957224,0.000001670843,0.1338515,0.00002917679,0.8641272,0.0004384824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001465785,0.000009819666,0.000002845744,0.000009942793,0.0002113435,0.00004431166,0.9966202,0.00003579521,0.001599902],"genre_scores_gemma":[0.0002409029,0.001192627,0.0001333568,0.0001125813,0.0003242592,0.00002689036,0.9946259,0.00002641353,0.003317084],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1160173,"threshold_uncertainty_score":0.9996917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325004565826835,"score_gpt":0.2389609534131936,"score_spread":0.2257109077549252,"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."}}