{"id":"W6894323677","doi":"10.5683/sp3/84t89d","title":"CROSSBAR Project report","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Crossbar switch; Summative assessment; Software; Component (thermodynamics)","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":[0.004144257,0.003105018,0.001494549,0.005368215,0.00135336,0.004026746,0.002901625,0.001966716,0.1037177],"category_scores_gemma":[0.01552849,0.001003589,0.001707984,0.006657891,0.0005516,0.002391767,0.003065631,0.002405501,0.2146558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908857,"about_ca_system_score_gemma":0.00430767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0387036,"about_ca_topic_score_gemma":0.0553654,"domain_scores_codex":[0.9954575,0.0008490219,0.0005095908,0.001192176,0.001463791,0.000528004],"domain_scores_gemma":[0.9898273,0.001974738,0.0006720269,0.002710937,0.00378194,0.001033125],"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":[0.00004676087,0.00002101139,0.0005403759,0.0001804097,0.00001117427,0.000009247785,0.00001027028,0.0001407128,0.00005063332,0.0001871921,0.9967979,0.002004308],"study_design_scores_gemma":[0.0002235161,0.00003874175,0.004098842,0.0002092904,0.0000280516,0.00004366787,0.0001128249,0.0005556411,0.0004219927,0.0008384979,0.9934021,0.00002681544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001569316,0.00004845246,0.0001365068,0.00007600654,0.0000549053,0.00003103999,0.9973634,0.0006439845,0.001488802],"genre_scores_gemma":[0.0002482437,0.00002342685,0.0002365629,0.00003672453,0.000008476799,0.00008256907,0.9981832,0.0001086139,0.001072213],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1037177,"threshold_uncertainty_score":0.3469704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715118016353271,"score_gpt":0.3439415162194163,"score_spread":0.3167903360558836,"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."}}