{"id":"W4391954633","doi":"10.7202/1109624ar","title":"Who We Are","year":2024,"lang":"en","type":"article","venue":"The Trumpeter","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003155879,0.00081067,0.0008088301,0.002038901,0.01177991,0.01404433,0.001461006,0.005602,0.3181207],"category_scores_gemma":[0.02248199,0.000567778,0.0007381651,0.001379198,0.00478646,0.01227286,0.006157043,0.01341368,0.1867555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003637895,"about_ca_system_score_gemma":0.011443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01549743,"about_ca_topic_score_gemma":0.03554621,"domain_scores_codex":[0.9956727,0.001129084,0.0001413593,0.0004516998,0.001346022,0.001259142],"domain_scores_gemma":[0.9917681,0.0009000737,0.0003419414,0.0003992238,0.002342211,0.004248435],"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":[0.00000502785,0.00001516024,0.0003121283,0.0000255498,0.000002378043,0.00005100406,0.0003685663,0.000004343903,0.00002260366,0.01048714,0.9636954,0.0250107],"study_design_scores_gemma":[0.000002119337,0.000005055031,0.0001561193,0.0001787544,0.000003164866,0.00008771871,0.001143093,0.000004942167,0.00003204903,0.003381555,0.9949982,0.000007241088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007594271,0.01073686,0.0006990585,0.4089827,0.05490179,0.00004980006,0.0002273266,0.0003388759,0.5233042],"genre_scores_gemma":[0.008483766,0.007249394,0.0004911706,0.1007962,0.006826236,0.00006100664,0.0001621243,0.0005136618,0.8754165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3181207,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300932972418598,"score_gpt":0.264744731021092,"score_spread":0.241735401296906,"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."}}