{"id":"W6892510929","doi":"10.5281/zenodo.10376359","title":"FIG. 2 in Small naviculoid species of Kobayasiella Lange-Bertalot, Adlafia Moser, Lange-Bertalot & Metzeltin, Nupela Vyverman & Compère and Sellaphora Mereschowsky from Tursujuq National Park, Hudson Bay region, Nunavik, Québec","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wireless Signal Modulation Classification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature; Université Laval; Center for Northern Studies","funders":"","keywords":"Bay; Scale (ratio); Series (stratigraphy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004878551,0.0003786056,0.0004593879,0.0007091325,0.0004010977,0.0005033289,0.001732723,0.0002736882,0.003275743],"category_scores_gemma":[0.0003505817,0.0004069792,0.00009256504,0.001080765,0.0002206033,0.0002786108,0.0009730698,0.0004641573,0.002278517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528201,"about_ca_system_score_gemma":0.00004045164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008587766,"about_ca_topic_score_gemma":0.004660279,"domain_scores_codex":[0.9968083,0.0005059901,0.0005634737,0.0009586334,0.0007575372,0.0004060763],"domain_scores_gemma":[0.9978119,0.0001611806,0.0004988666,0.0007766068,0.0005484637,0.0002029825],"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":[0.00009817329,0.0004359139,0.0006917019,0.0002983623,0.0003018749,0.00008389126,0.004042774,0.0003209471,0.003672989,0.03337223,0.9241895,0.03249165],"study_design_scores_gemma":[0.0009021471,0.0001060839,0.01570542,0.0004231893,0.00002828712,0.00003487674,0.0001948889,0.005629724,0.0002544212,0.0004490502,0.975718,0.00055387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0363783,0.003302062,0.01858281,0.006484692,0.00108948,0.00382713,0.002283928,0.007006498,0.9210451],"genre_scores_gemma":[0.7759064,0.001733376,0.004724978,0.000443124,0.001206992,0.000002848802,0.009868033,0.01234237,0.1937719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7395281,"threshold_uncertainty_score":0.9998382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04917384669360683,"score_gpt":0.2382343368377002,"score_spread":0.1890604901440933,"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."}}