{"id":"W6931063962","doi":"10.5281/zenodo.4349601","title":"Carabodes colorado Reeves and Behan-Pelletier 1998","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lichen; Plant litter; New england; Table (database)","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":[0.0003235941,0.0002905412,0.0001933529,0.0009035006,0.001686797,0.001071392,0.0006150543,0.0003926013,0.06922235],"category_scores_gemma":[0.0006255147,0.0001768233,0.0001243332,0.0007237077,0.0002505551,0.0004675807,0.0008387291,0.0005028743,0.007567269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183078,"about_ca_system_score_gemma":0.002139291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4458388,"about_ca_topic_score_gemma":0.784973,"domain_scores_codex":[0.9997635,0.00001606613,0.000007703129,0.00006705862,0.0001097036,0.00003596173],"domain_scores_gemma":[0.9994535,0.00002834556,0.00005020384,0.00003149776,0.0003594165,0.00007710548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001560781,0.0001347521,0.0245591,0.000246483,0.00002599186,0.0002400023,0.001252492,0.0001072516,0.001501487,0.004784003,0.592626,0.3743663],"study_design_scores_gemma":[0.000008358118,0.00001332705,0.04740144,0.0001318534,0.000008632411,0.00008282504,0.0007974597,0.00003509823,0.0002049865,0.0001431839,0.9511674,0.00000543533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05110365,0.02037423,0.001171491,0.00777755,0.001103515,0.0003561487,0.01307678,0.0001894937,0.9048471],"genre_scores_gemma":[0.1136633,0.01466952,0.003941587,0.001711969,0.0002139237,0.0002262076,0.01227141,0.000101231,0.8532009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4458388,"threshold_uncertainty_score":0.8864874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029752996924657,"score_gpt":0.2389136252471498,"score_spread":0.2186160952779032,"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."}}