{"id":"W6973335054","doi":"10.57745/koccaj","title":"2022-05-25-Diat.barcode-release-version 11.1.tab","year":2022,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001751526,0.003352814,0.00218097,0.003889055,0.001205678,0.003979307,0.004016747,0.003474004,0.2037071],"category_scores_gemma":[0.008635671,0.001489466,0.001964337,0.006134652,0.0006838233,0.002913272,0.002620796,0.002810032,0.3810714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002402676,"about_ca_system_score_gemma":0.003059601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03619068,"about_ca_topic_score_gemma":0.04389647,"domain_scores_codex":[0.9983491,0.0003109324,0.0001600709,0.0005100271,0.0003337644,0.0003362295],"domain_scores_gemma":[0.9967794,0.0008345548,0.0001841144,0.001017418,0.0008628005,0.0003218456],"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":[0.00003852424,0.00001251935,0.000149948,0.0002155404,0.00001245426,0.000006049208,0.00001240034,0.0001056498,0.00007660612,0.0002791925,0.9982905,0.0008006741],"study_design_scores_gemma":[0.0003323207,0.00002156824,0.001853109,0.0001950758,0.00001993814,0.00004398612,0.00007244032,0.0003685931,0.0006089589,0.001558609,0.9948803,0.0000450819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004325067,0.00002838456,0.00006622987,0.00005472942,0.00002951249,0.000009215891,0.9980958,0.001012196,0.0006606941],"genre_scores_gemma":[0.0001678677,0.00002761489,0.0002407537,0.0000557037,0.000008479972,0.00005793363,0.9982503,0.0003919839,0.0007993815],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7962929,"threshold_uncertainty_score":0.6814681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1905419574663323,"score_gpt":0.3801928911128036,"score_spread":0.1896509336464713,"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."}}