{"id":"W6938948050","doi":"10.60692/c25cj-tvs23","title":"COSI-Article matrix: linking ISCB Communities of Special Interest to Wikipedia","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Identification (biology); Resource (disambiguation); Computational model; Quality (philosophy); Computational resource; Domain (mathematical analysis); Representation (politics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008245619,0.0006452749,0.0003811836,0.01367799,0.00108716,0.002530039,0.0004919056,0.0005298758,0.0289808],"category_scores_gemma":[0.01155301,0.0002522889,0.0003834975,0.01127212,0.0004519986,0.002652978,0.002125446,0.000688696,0.007202992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008841884,"about_ca_system_score_gemma":0.001529886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007656855,"about_ca_topic_score_gemma":0.01491013,"domain_scores_codex":[0.9983382,0.0002990549,0.0002843116,0.0003002606,0.0006318488,0.0001463089],"domain_scores_gemma":[0.9894521,0.00354657,0.001414232,0.0006449681,0.004008784,0.0009333494],"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":[0.0006998106,0.0004167178,0.08852951,0.003639916,0.0002410993,0.0007781564,0.003597754,0.00337679,0.01474353,0.03514043,0.4788141,0.3700222],"study_design_scores_gemma":[0.00008686026,0.0002396272,0.080282,0.0006817922,0.0001348467,0.0009393235,0.005620054,0.01645057,0.01109743,0.02215408,0.8621556,0.0001579064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2071002,0.001527055,0.07951946,0.003313521,0.001797348,0.002087319,0.5742899,0.01266448,0.1177008],"genre_scores_gemma":[0.3513869,0.001372542,0.2561827,0.000428243,0.0005086875,0.002166758,0.348663,0.0021762,0.03711488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0289808,"threshold_uncertainty_score":0.09695041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095323143066178,"score_gpt":0.2098159318489087,"score_spread":0.1688627004182469,"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."}}