{"id":"W6913053616","doi":"10.5281/zenodo.5620923","title":"Microweiseini","year":2006,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Cape; Nova scotia; East coast; Spring (device); Peninsula","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006616379,0.0005984423,0.0002245272,0.001274227,0.001853104,0.0007146383,0.0003893512,0.0003557217,0.02349543],"category_scores_gemma":[0.0004422777,0.0002280877,0.0002114801,0.0009128851,0.000513172,0.0006884932,0.0007027505,0.0005579296,0.006692277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142335,"about_ca_system_score_gemma":0.0007297143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0517207,"about_ca_topic_score_gemma":0.140756,"domain_scores_codex":[0.9998079,0.000007907496,0.0000108705,0.0000552545,0.00006500105,0.00005316764],"domain_scores_gemma":[0.9996867,0.0000275717,0.00009314308,0.00003564866,0.0000876073,0.00006928616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00108542,0.0001942264,0.2231695,0.0007957694,0.00007478346,0.001479507,0.002752495,0.0007159389,0.05110596,0.006960479,0.04692987,0.664736],"study_design_scores_gemma":[0.00003399503,0.0001090104,0.5860342,0.0002228936,0.00003997824,0.002198397,0.0007329627,0.0002408797,0.003032998,0.0004275564,0.4068944,0.0000327213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.550777,0.00870451,0.003371413,0.0005375829,0.0006740377,0.0003865081,0.00923337,0.001006353,0.4253092],"genre_scores_gemma":[0.8792784,0.002905576,0.003074694,0.0004370456,0.0002088928,0.0001081974,0.006452005,0.0001011236,0.107434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0517207,"threshold_uncertainty_score":0.1028394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026364705776906,"score_gpt":0.2067632393105563,"score_spread":0.1864995922527873,"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."}}