{"id":"W7024623579","doi":"","title":"Sharing and Archiving Data with Borealis","year":2022,"lang":"en","type":"other","venue":"Scholarship@Western (Western University)","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data sharing; Software; Publication; Data access; Metadata; File format; Public access","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01200707,0.001119189,0.001143743,0.009011831,0.006140673,0.008635671,0.003908325,0.0009684949,0.07128609],"category_scores_gemma":[0.02153431,0.0009364483,0.001118357,0.01038669,0.002219131,0.006266887,0.01094036,0.002098655,0.04647827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008514741,"about_ca_system_score_gemma":0.033972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2707488,"about_ca_topic_score_gemma":0.3917834,"domain_scores_codex":[0.9868232,0.0008748702,0.001023144,0.001688875,0.008230187,0.001359682],"domain_scores_gemma":[0.9795514,0.001194156,0.0008064638,0.00793852,0.007677163,0.002832344],"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":[0.0007351916,0.0001237566,0.006370222,0.0004892684,0.00007890542,0.0002773982,0.004201406,0.0004024986,0.0163676,0.02490967,0.7917137,0.1543304],"study_design_scores_gemma":[0.00003352855,0.00002837123,0.005751379,0.0001360477,0.00002596842,0.000161554,0.0007348281,0.0006556116,0.005449775,0.006100918,0.9808179,0.0001039955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01598927,0.0009454723,0.07353957,0.004654905,0.001072897,0.001798778,0.2424333,0.09646156,0.5631043],"genre_scores_gemma":[0.08872652,0.001722692,0.2303821,0.002352637,0.000438678,0.00313747,0.3709179,0.04623801,0.256084],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9960917,"threshold_uncertainty_score":0.5383457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108761996655308,"score_gpt":0.2827410174033766,"score_spread":0.1718648177378459,"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."}}