{"id":"W2917752791","doi":"10.5281/zenodo.12623","title":"phon: Phon 2.0.2","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science","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":[0.001483883,0.002420984,0.001664439,0.003808259,0.0008104159,0.003006688,0.002593063,0.001769366,0.1415499],"category_scores_gemma":[0.004261255,0.002146982,0.001514331,0.001604179,0.0007530729,0.004029836,0.00288214,0.002715019,0.07828611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004028107,"about_ca_system_score_gemma":0.00104172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127544,"about_ca_topic_score_gemma":0.001342375,"domain_scores_codex":[0.9991874,0.00008293639,0.0001097529,0.0002384677,0.0002742766,0.0001071286],"domain_scores_gemma":[0.9986905,0.000689303,0.0001153446,0.0002595136,0.0001758576,0.00006944397],"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":[0.001208792,0.0002571148,0.004708441,0.002128152,0.0002799867,0.0007450897,0.0006500003,0.002171913,0.02830331,0.01496767,0.6303584,0.3142212],"study_design_scores_gemma":[0.0007892259,0.0003249756,0.01086279,0.0004578261,0.0002725804,0.002630259,0.0003623755,0.05584162,0.1133253,0.04947037,0.7651138,0.0005489843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00359926,0.0002277168,0.193663,0.0001723855,0.000276236,0.000216469,0.02536766,0.7634911,0.01298626],"genre_scores_gemma":[0.06264677,0.0007149478,0.3686769,0.000776241,0.0003803688,0.001487124,0.1060305,0.4222425,0.03704463],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1415499,"threshold_uncertainty_score":0.4735316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212336213566297,"score_gpt":0.2420346306174985,"score_spread":0.2208010092608688,"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."}}